Smart Labs Workshop: The Information Layer · Smart Labs Workshop: The Information Layer ......

48
Smart Labs Workshop: The Information Layer Getting Beyond the Hype to Drive Meaningful Performance

Transcript of Smart Labs Workshop: The Information Layer · Smart Labs Workshop: The Information Layer ......

Smart Labs Workshop The Information Layer

Getting Beyond the Hype to Drive Meaningful Performance

Overview

bull Complexity of lab systems demands new approaches bull Making Analytics Work Architecture Platform Standards and

Processes bull Case Study UCI Medical Sciences C Cx bull Case Study UCI MBCx bull Questions and Discussion

Smart Labs Require New Approaches to OampM

High performance labs create immense amounts ofdata with increasing complexity for optimization

150 Data Points in each zone

Occupancy

Flow Offset Supply Temperature

Fume Hood Flow

General Exhaust Flow

Reheat Control Exhaust Flow

Bypass Air Sash Position

More than 10000 data points to be collected in 5-15 minute intervals generating as much as 3M data points per day ndash and 1B data points per year

Smart Lab Complexity A Simple Example of Static Pressure Reset

Voting-based Reset Parameters

Increasing complexity of high performance sequences of

operations

Increasing amount of data frombuilding systems and components

Greater need for use of analyticsplatforms to ensure proper

operations both during initialcommissioning an in on-going

operations

Does this diagram look familiar

BMS

Sensors

Meters

IoT

Cloud Software

Energy Savings Measures

Dashboards

Reports

BUT hellip there are important differences between solutions when it comes to bull Approach and Platform bull Applications and Workflow

Mobile

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Overview

bull Complexity of lab systems demands new approaches bull Making Analytics Work Architecture Platform Standards and

Processes bull Case Study UCI Medical Sciences C Cx bull Case Study UCI MBCx bull Questions and Discussion

Smart Labs Require New Approaches to OampM

High performance labs create immense amounts ofdata with increasing complexity for optimization

150 Data Points in each zone

Occupancy

Flow Offset Supply Temperature

Fume Hood Flow

General Exhaust Flow

Reheat Control Exhaust Flow

Bypass Air Sash Position

More than 10000 data points to be collected in 5-15 minute intervals generating as much as 3M data points per day ndash and 1B data points per year

Smart Lab Complexity A Simple Example of Static Pressure Reset

Voting-based Reset Parameters

Increasing complexity of high performance sequences of

operations

Increasing amount of data frombuilding systems and components

Greater need for use of analyticsplatforms to ensure proper

operations both during initialcommissioning an in on-going

operations

Does this diagram look familiar

BMS

Sensors

Meters

IoT

Cloud Software

Energy Savings Measures

Dashboards

Reports

BUT hellip there are important differences between solutions when it comes to bull Approach and Platform bull Applications and Workflow

Mobile

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Smart Labs Require New Approaches to OampM

High performance labs create immense amounts ofdata with increasing complexity for optimization

150 Data Points in each zone

Occupancy

Flow Offset Supply Temperature

Fume Hood Flow

General Exhaust Flow

Reheat Control Exhaust Flow

Bypass Air Sash Position

More than 10000 data points to be collected in 5-15 minute intervals generating as much as 3M data points per day ndash and 1B data points per year

Smart Lab Complexity A Simple Example of Static Pressure Reset

Voting-based Reset Parameters

Increasing complexity of high performance sequences of

operations

Increasing amount of data frombuilding systems and components

Greater need for use of analyticsplatforms to ensure proper

operations both during initialcommissioning an in on-going

operations

Does this diagram look familiar

BMS

Sensors

Meters

IoT

Cloud Software

Energy Savings Measures

Dashboards

Reports

BUT hellip there are important differences between solutions when it comes to bull Approach and Platform bull Applications and Workflow

Mobile

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Smart Lab Complexity A Simple Example of Static Pressure Reset

Voting-based Reset Parameters

Increasing complexity of high performance sequences of

operations

Increasing amount of data frombuilding systems and components

Greater need for use of analyticsplatforms to ensure proper

operations both during initialcommissioning an in on-going

operations

Does this diagram look familiar

BMS

Sensors

Meters

IoT

Cloud Software

Energy Savings Measures

Dashboards

Reports

BUT hellip there are important differences between solutions when it comes to bull Approach and Platform bull Applications and Workflow

Mobile

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Does this diagram look familiar

BMS

Sensors

Meters

IoT

Cloud Software

Energy Savings Measures

Dashboards

Reports

BUT hellip there are important differences between solutions when it comes to bull Approach and Platform bull Applications and Workflow

Mobile

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Keys to Success in Analytics

bull Define the architectures to ensure data are accessible bull Enforce open communications protocols bull Use open platforms for data storage bull Define standards for data modeling to unlock the value of the data

bull Integrate analytics into existing workflows for commissioning retro MBCx and Preventative Maintenance

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices Data Architectures

Data Collection Strategies

1 Historian Database Connection

2 History Syncing 3 Direct Polling

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices Physical Layer

Analytics Server (Cloud

Example)

Fire

wal

l Controls

Supervisor or Server

IP Field Devices

Field Devices

MSTP MSTP

Controls Server

IP

Controllers Field Devices

MSTP Field

Devices

Controls Supervisor or Server

Field Devices

Field Devices

Serial Serial Historian Database

IP Proprietary

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices Open Communication Protocol

bull ASHRAErsquos BACnet protocol has become the industry standard for open protocol in building systems

bull Other emerging protocols such as Haystack(wwwproject-haystackorg) also offer open non-proprietary solutions

bull Physical layer protocol specification is important ndashproprietary extensions and services can be layered on otherwise ldquoopenrdquo protocols

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices Point Naming Convention

Same as AHU_DAT

AHUSupplyT AHUDischT

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices Data Modeling and Tagging

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Best Practices IT and Security

bull Engage building IT early and often in the process bull Develop a security strategy based on the needs of the controls

and analytics solution bull Ensure data flows are managed bull Find the right balance of security management and function

needed to enhance operations

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Procuring Analytics Process and Platform

bull Platform vs ldquoBlack Boxrdquo ndash can be an important consideration ndash Platform approach enables more customization and adaptation

ndash Black Box (software-first) approach may offer lower up front costs but higher on-going

bull UCI Platform SkySpark by SkyFoundry bull Weaving analytics into existing processes is critical to

success ndash BAS Controls Cx Energy Projects etc

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Data Integration amp Modeling

BMS Programming

Equipment

Meters

Other ERP amp Vendor Systems

Integration Tools

Perform naming and tagging of raw data and detection of gapsloss of data streams

Work with Facilities and IT to connect directly without proprietary hardware and maximize value of existing assets

BMS

Support

Tools can be developed to increase standardization and reduce integration times

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Open Database Platform

Open platform = lower cost and future proof

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

SkySpark is purpose-built for analysis of building energy

Many service providers work with SkySpark ndash meaning you are never ldquolocked inrdquo with a provider Import Tool

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Import Tool

ApplicationsProjectsWorkflow

Meters

BMS

Equipment

Other ERP amp Vendor Systems

BMS Programming Experience

Integration with any 3rd

Party system via API

Integrate with workflows to ensure info gets to the right people in the right format

Leverage Analytics and FDD to Create track and verify upgrade retrofit projects

Enable enhanced Cx with automated testing and collaborate and integrated issue resolution

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

SkySpark ROM Costs

bull Initial software costs can be as low as $060point bull Annual license fee is ~30 of initial cost Example

ndash 10000 point medium sized lab building ndash $6000 for initial license ndash ~$1800 for on-going license fee

bull Integration and analytics costs ndash Can range from $5-15k per building ndash Integration into existing energy processes (Cx MampV)

can reduce overall cost burden by leveraging analytics for incumbent processes

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Getting Beyond the Big Data and Analytics Hype to Drive Meaningful Performance

ANALYTICS-BASED CX AT MEDICAL SCIENCES C

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Cx

Cx

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Connected Commissioning With Analytics

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Connected Cx ndash Pre Functional Test Period

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Traditional Functional Testing

Traditional Commissioning

OPR Review

BOD Review

Peer Review

Submittal Review

Pre-Functional Tests

Functional Performance Test Scripts

Functional Performance Test

Demonstration Tests

Punch list Back Check amp Verification

Systems Manual

Warranty Review

Future Retro-Commissioning

Develop Tests

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Now repeat overhellipand over and over

Meanwhilehellip bull Owner wants to move in bull MEP punch items being resolved bull Cx amp Controls teams is trying to ldquoMake it

Workrdquo

RESULT likely Cx result is sub-optimized

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Smart Cx ndash Functional Testing

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

1 Translating Traditional Functional Performance Tests

TRADITIONAL SCRIPTS WITH STEP BY STEP TESTS

SET OF CONDITIONS

SET OF RULES

FIELD VERIFICATION

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

2 Automated Functional Testing ndash

Easily Repeatable and Ability to Schedule

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

3 Automated Diagnostics Sent

To Contractors For Correction

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

-

Connected Cx ndash Warranty Phase

Continuous Monitoring of Systems with Analytics 1 Ongoing Systems Performance amp Energy Reporting 2 Functional Performance Re Testing During Warranty 3 Enables Integration to Work Order Management Systems 4

Connected Commissioning

OPR Review

BOD Review

Peer Review

Smart DataCx Specifications

Submittal Review

Control Bench Testing

Pre-Functional Review Period

Punch ListIssue Log Verification

Integrated Workspace Management

Functional Performance Testing

Continuous Fault Detection

Systems Manual

Warranty Review Period

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

CxC

x

Analytics Enable a New Approach to Commissioning

Traditional Commissioning

DESIGN amp CONSTRUCTION C

x

OPERATIONS RC

x

Warranty Period

Project Transition

Warranty Period

OPERATIONS DESIGN amp CONSTRUCTION ON_GOING CX

Warranty Period

Project Handoff

VS

Smart Commissioning With Analytics

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Med Sci C Analytics Examples

Leveraging Data to Optimize System Performance

30

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Issue corrected in supply valve

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Terminal Hot Water Valve Operations and Optimization

Mechanical issue resolved SV now provides reheat Hot Water Valve commanded open but SV FDD alerts for stuck valve and low zone temp supply air temp does not increase to provide go away heating Hot Water Valve cycling is observed

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Terminal Hot Water Valve Operations and Optimization

Significantly valve cycling due to hot water coil sizing and tuning parameters leading to wild supply air temps

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Terminal Hot Water Valve Operations and Optimization

Using data cycling reduced to below 15 supply air temp cycling greatly reduced leading to better zone temp stability

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

AHU Supply Air Temperature Reset

Adjusting reset thresholds and zone voting Supply air temp setpoint operates parameters allows temp setpoint to start continuously at minimum setpoint of 55F resetting but with significant cycling

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

AHU Supply Air Temperature Reset

Continued tuning lowers magnitude of oscillations and stabilizes supply air temp now above 60F

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

AHU Supply Air Static Setpoint Reset

Tuning zone request parameters and AHU at AHU Supply air static pressure setpoint flatlined

ignore parameters allows setpoint reset to Static pressure requests from zones highly function properly dynamic Supply fan speed drops with reset

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

AHU Supply Air Static Setpoint Reset

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Med Sci C Realizing the Energy Performance Potential

Baseline After Zone Upgrades

Functional Testing and Issue Resolution

Optimization and Monitoring

Avg kW Annualized kWh Savings kWh Savings Baseline 565kW 494862 0 After Zone Upgrades 539kW 471996 22866 46 After New AHUs and TAB 467kW 409076 85786 173 Final after Optimization 326kW 285557 209305 423

New AHUs and TAB

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Getting Beyond Hype to Drive Meaningful Performance

Operational Analytics Support

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Operational Examples McGaugh Hot Water Valves

bull A laboratory building with ~400 zones showed anomalies on ~50of zones using analytics (reheat valves stuck open and closed)

bull Further investigation found that the ~3 year old valves were corroded and leaking by severely because of a building watertreatment valve selection issue

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Operational Examples Reines Hall Zone Deadband

bull Heatcool call inducing load and airflow

bull No deadband high heating setpoints

bull Implemented deadband ~20 HHW savings observed

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Operational Examples Failed Valve Detection

AHU-3 hot water valve is failed open ndash note that AHU-2 and AHU-4 use hot water when AHU-3 uses CHW to maintain the same SAT setpoint

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Operational Examples Reines Hall Occupancy Sensors

bull Occupancy sensors are too sensitive triggering occupancy after hours and inducing unnecessaryheating and cooling

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Operational Examples Reines Hall Occupancy Sensors

bull Occ sensors sent to lower sensitivity with longer timeout bull Induced heating load significantly reduced

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting

Fume Hood Performance Reporting

  • Smart Labs Workshop The Information Layer
  • Overview
  • Smart Labs Require New Approaches to OampM
  • Smart Lab Complexity A Simple Example of Static Pressure Reset
  • Does this diagram look familiar
  • Keys to Success in Analytics
  • Best Practices Data Architectures
  • Best Practices Physical Layer
  • Best Practices Open Communication Protocol
  • Best Practices Point Naming Convention
  • Best Practices Data Modeling and Tagging
  • Best Practices IT and Security
  • Procuring Analytics Process and Platform
  • Data Integration amp Modeling
  • Slide Number 15
  • Slide Number 16
  • SkySpark ROM Costs
  • Analytics-based Cx at Medical Sciences C
  • Slide Number 19
  • Connected Cx ndash Pre Functional Test Period
  • Traditional Functional Testing
  • Slide Number 22
  • Now repeat overhellipand over
  • Smart Cx ndash Functional Testing
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Connected Cx ndash Warranty Phase
  • Analytics Enable a New Approach to Commissioning
  • Slide Number 30
  • Slide Number 31
  • Slide Number 32
  • Slide Number 33
  • Slide Number 34
  • Slide Number 35
  • Slide Number 36
  • Slide Number 37
  • Slide Number 38
  • Slide Number 39
  • Slide Number 40
  • Med Sci C Realizing the Energy Performance Potential
  • Operational Analytics Support
  • Operational Examples McGaugh Hot Water Valves
  • Operational Examples Reines Hall Zone Deadband
  • Operational Examples Failed Valve Detection
  • Operational Examples Reines Hall Occupancy Sensors
  • Operational Examples Reines Hall Occupancy Sensors
  • Fume Hood Performance Reporting