Intelligent (Smart) Facility - Bioprocess Management · PDF file ·...
Transcript of Intelligent (Smart) Facility - Bioprocess Management · PDF file ·...
Intelligent (Smart) Facility –Mab Production Revolution
Shanghai, June 13, 2017Jing Zhou / Guangzhou Mab-Venture
Topics to Explore
• New Industrial Revolution -Manufacturing 4.0
• Biopharm Industrial Trends• Challenging • Lean Process• PAT -Implementation of QbD• SU & SS• Smart/Intelligent
Manufacturing• Smart Integration of Hardware
and Software
• Large vs. Small
• Time vs. Space
• Live vs. Dead
• JIT vs. Large Storage
• Manual vs. Fully Automated
• Machine vs. People
• SS (Operation) vsEnvironmental
• Innovation vs. Operation
Be Competitive under the Bottom Line
Earning = Revenue - Cost
Unit Price by Product or Service
Success Rate
COGS
Under Quality control
Quality System
Quantities of Products or Services
BDPDR&D
cGXP Control Environment/ Qualified People
Industry 4.0 —From Smart Factory to Smart Production
Time
Complexity
Industry 1.01784
Industry 2.0
Early 20th Century
Widely Used Electric Power
Steam Engine
Industry 3.0
Electronic、IT、Robotics
Industry 4.0
Internet Of Things
What is Smart Factory?
• “A Smart Factory is a Manufacturing Solution That Provides such FLEXIBLE and ADAPTIVE production process that will solve problems arising on the production facility with dynamic and rapidly changing boundary conditions in the world of increasing complexity.”
• “This special solution could on one hand be related to automation, understood as a combination of software, hardware, and /or mechanics, which should lead to OPTIMIZATION of manufacturing resulting in reduction of unnecessary labor and waste of resource.”
• “On the other had, it could be seen in the perspective of COLLABORATION between different industrial and nonindustrial partners, where the smartness comes from forming a dynamic organization.”
Benefits of Smart Factory
By developing cyber – physical system, and therefore their implementation in smart factories, significant improvements in production systems will be reflected in the form of Robustness at all levels:
•Self organized•Self maintenance •Self refurbishment •Security •Remote diagnosis
•Control in real time •Autonomous management •Transparency •Predictability•Effectiveness •Efficiency
Automation Pyramid
Smart Factory Characters
• Smart Factory Equip needs to be Modularized and Smart:
– Modular System Structure to allow quick and flexible adaption to process/production requirements
– Expandability to allow insert the new Production Module through seamless integration
– Open Platform to allow universal connections for mechanical, Electrical, communication etc. to allow the compatibility of various vendors ;
– Smart parts, each components will have its own Identification number to be monitored through RFID technology
– Continuous Process & on-line Process Monitoring and control through PAT technology etc
– Optimization of Capital Investment & Operational Expense
– Upstream Trend
Expression Rate Enhancement
Perfusion Process
Fed-batch Operation
Depth Filtration Adoption
– Downstream Trend
Resin Binding Rate Increase
Combo-Column to reduce the purification steps
Semi-continued / continuous process
In-line dilution process
– Fill & Finish
Isolation Technology with C background
– Single Use/ Hybrid / SS
– Smart Factory
Biopharm Manufacturing Trends
Manufacturing Steps
Media
Cell Culture
Buffers
Bulk Product(5-20 kg)
PRIMARY
MANUFACTURE
SECONDARY
MANUFACTURE
PACKAGING
Excipients
Mixing
Formulation
Filling
(Dosage Form)
Packaging
Saleable
Product
Harvest/Purification
Fed-batch or
Perfusion
Clarification
Protein A
AIEXPCC
CEXPCC
Virus Inactivation
Nanofiltration
UF/DF
Typical Mab BioProcess Steps
Levels of Biological Product Protection
Degree of Risk3
2
1
Deg
ree
of E
xpos
ure
Facility Flexibility
Single
Product
Multi-Product
Dedicated
Equipment
Multi-Product
Multi-Use
Equipment
Clo
sed
Inte
rmitt
ent
Exp
osur
e
Exp
osed
Traditional 传统 Single Use 一次性使用
Capital Investment vs. Operating Expense
• Operation by Campaigns批次运营
• Multiple Products多品种
• Smaller Quantities小批量
• Year around Operation
常年运营• Single Product 单一产品
• Larger Quantities大批量
Hybrid 混合型
Critical Construction Issues
Constructability
Health
&
Safety
Planning
&
Control
Finishes,
Finishing & ValidationEfficiency
Intelligent (Smart)
Factory
Tracebility
Cost Control
Risk Management
Quality
Chain
Management /
Communications
Flexibility/Adaptability/Expandability
Safety/Security
LEAN
Life Cycle Drug Development
PRECLINICAL TESTING Laboratory animals
Development Chemistry Laboratory
‘KiloLaboratory’
PilotPlant Production
CLINICAL PHASE 3
Patients(large group)
PRODUCT LAUNCHRESEARCH
DISCOVERY & PATENT
CLINICAL PHASE 2
Patients(small group)
CLINICAL PHASE 1
Healthy volunteers
REMAINING PATENT PERIOD
4 - 10 YEARS 3 - 6 YEARS 9 - 12 YEARS
batches of material ranging from grams to tonnes
PRODUCT
A
B
C
D
E
F
G
H
Lean Development for Capable Processes
Preclinical
Testing
File
IND at
FDA
Phase I Phase II Phase III File
NDA at
FDA
FDA PRODUCTION
Robust “Designed for Manufacture” process minimises scale up and gives fastest possible production start up.
Early “Design for Manufacture” process development gives fastest possible production of clinical trials material.
Maximum Life Cycle Cost
Savings
URS – Road Map for QbD implementation
URS
Product Development
Process Development
Facility Design
IQ, OQ
Development Implementation
Process Validation
ProductManufacturing
Regulations
Quality Product
PAT
PATTechnology
• Utilization of process and unit operation modeling software packages
• Specification and implementation of proven on-line analyzers to replace outdated off-line methods
• Implementation of Statistical Process Control methods related to PLC and DCS systems
• Use of statistical analysis to pinpoint critical quality attributes
• Utilization of risk assessment methods to evaluate potential process changes
• Process improvement studies such as FMEA analysis of automated process systems
PAT
医药工业界
变量输入 固定工艺 变动的最终产品
变量输入 可调工艺一致的最终产产品
将质量建立于工艺过程而非产品的质量检验!
现有之典范规则
未来 PAT典范规则
典范规则之转移
• PAT -强调对工艺了解的重要性
– 以助基于风险的审批决定和闯新
– 用合适的手段进行风险认知,管理,及控制
• 以工艺检测仪表现场测量及控制物质的物理与化学属性,以达到现时报告的目的.
• 在产品周期内,提高对该产品知识及其工艺开发知识的利用
• 一设计,分析,控制生产的体系.该体系通过现场测量原材料,生产中物料,及其工艺流程的关键质量和性能,
而达到保证最终产品质量的目的.
PAT – 完成QbD的工具
CONTROLLED PROCESS
Constantoutput
Control Strategy
Feed forw ard Feed back
Variableinput
Raw materials
I n-process
m aterial
Environm ent
Process Param eters
Real-t ime qualit ym easurem ent( Real-t ime-release)
End-product testing
Adaptable process
Product/Process Development
Process Validation/PPQ
Ongoing/Continued Process Verification
Develop Control
Strategy based
on Product
Quality
Attributes
Demonstrate
effectiveness of
control and
establish
variability in
commercial
manufacture
Monitor process
performance and
variability during
product life-cycle
THESE ACTIVITIES CHARACTERISE RISK TO A PATIENT
CRITICALITY LIKELIHOOD DETECTABILITYX X
ALIGNMENT OF PV APPROACH
Relationship Among QbD, ASTM, and PAT
QbI QbD
Inspection/Outcome Control/Process
Just-in-timeAfter Fact
PATReal time analysis
Raw materialIntermediates
Final ProductFinal Product
ASTM 2500ImplementationSMEGEP
Root Cause Analysis
Trend
Product Life Cycle Quality & Risk Control
Product Development
ProcessDevelopment
ProcessScale-up &
Tech Transfer Manufacturing
Risk Control
Product Quality Control Strategy
Process Understanding
Risk Assessment
Process DesignSpace
Product Knowledge
Risk Assessment
Product DesignSpace
Risk Control
Product Quality Control
ImplementationBest Available
Technology
Understanding Implementation
Risk Review
Ris
kC
om
mu
nic
ati
on
Risk Assessment
Risk Evaluationunacceptable
Risk Control
Risk Analysis
Risk Reduction
Risk Identification
Review Events
Risk Acceptance
InitiateQuality Risk Management Process
Output / Result of theQuality Risk Management Process
Ris
kM
an
a ge
me n
tto
ols
ICH Q9 Quality Risk Management
ICH Q9 质量风险管理
Process understanding
Formulation & Process design
Process control Concept
Product release Concept
Review the submission
Regulatory strategy
Manufacturing Concept
The Quality Risk Mmanagement Process
Five Steps:
1. Initiation
2. Risk AssessmentRisk Identification
Risk Analysis
Risk Evaluation
3. Risk ControlRisk Reduction
Risk Acceptance
4. Output/Result
5. Risk ReviewReview Events
Risk Assessment Fundamentals•What could go wrong?•What are the consequences (severity)?•What is the likelihood (probability) it
will go wrong?ay f•ocus on thQuestions:•Is the risk above an acceptable level?•What can be done to reduce or eliminate risk?•If the risk were to be controlled, what is the appropriate balance among benefits, risk, and resources?•Are new risk introduces as a identified risks being controlled?
Risk Control
Activities for controlling risk (numbered by priority):
• Elimination by design
• Reduction to acceptable level
• Further risk analysis
Typical Control Hierarchy
Biopharmaceutical ManufacturingAutomated Controls and Monitoring Systems
Typical Scheme for Supporting GMP Unit Operations
BMSNon-Validated
EMSValidated
Data HistorianValidated
HVAC ControlsValidated
CleanroomsTrending and alarms for:ΔP, T, %RH)WarehouseRaw MaterialsFinished Product
HVACAHU BlowerAnd Damper Controls
Plant UtilitiesAlarms for:BoilersChillersWaste NeutElectrical GenFire ProtectionWater StorageUtility SupplyNatural GasElectricalWater
Process EquipmentBioreactorsChromatography
BMSValidated
Process UtilitiesAlarms for:WFI/PW/PSCIPCDAProcess GlycolNitrogenOxygenCold RoomsFreezersIncubators
Smart Integration – Bottom up Vision: Facility
harmonizationSmartMESFlexible,
powerful MES
SmartSystemsUniversal or
SmartSwitch
Controllers
SmartPartsIntelligent
Components
SmartPartsTrue plug and play components
Automation platform independence
Distributed Control
Enhanced performance (dynamic range, precision)
Reduced cost
Managed complexity
Plug & Play
SmartMFC SmartTxSmartPump
SmartSystems: Universal Controllers
Universal Controllers
can adapt to ANY
bioreactor from ANY
vendor
Full line of controllers for
any vessel type or size
designed for rapid
scale-up and process
transfer
Universal Controller Concept
Finesse G3 Controller Family (Upstream)
SmartSystems Enable Customer Choice
“One controller fits all”
Separate measurement /
automation layer from
physical skid
Skid is defined by vendor
Interface example: agitation,
weight (load cells), TCU
Physical skid vs Controller
Enable user process using
multiple vendor skids
Facilitates scale-up/down
and mix-and-match of skids
Defined by automation
USP available now; DSP
available
Seamless Integration
Seamless control of process skids from any vendor
Clinical Trial Manufacturing
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Development Pre-Clinical
G3FlexModular & Customizable
cGMP, Any vessel type/size
Engineer to order
G3Lab UniversalR&D, small scale
Configure to order
G3Lite/G3 ProPilot through cGMP, large scale
Configure to order
SmartVessel
(3,15L)
SmartGlass (1, 3, 7, 15L)
Universal Controllers
Universal controllers = flexible usage
Single-Use Bioreactors
(up to 250L with VAB)
SmartRocker
(10, 20, 50L)
G3Lab Universal Controller
BioProcessing Flexibility Across Platforms & Brands
Universal Controllers
Control any bioreactor in your process train1
ATMI
2%2
Thermo Fisher
SUB/SUF
84%2
Merck Millipore
7%2
Sartorius
1%2
Xcellerex
6%2
Notes: 1) Not limited to current bioreactor generations; 2) Percent of 2016 cumulative bioreactor installations
Universal Controller: 30–2000L
SmartSystems: Universal SoftwareUniversal Software Network for Upstream and Downstream
A cost effective Control platform
DeltaV Network
Operator
Station
Professional Plus
Station
Finesse T300 Controller for Glass and SmartRocker
DV Controller
Application Station and
Historian
TruBio native interface = control and monitor any Finesse or DeltaV equipment
One common user interface with remote capability
Unified process recipe + off-line analytics database
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DeltaV Software and Network
TruBio, TruPur and TruChrom
Cost effective DeltaV licensing
Both native DeltaV and SCADA versions
Modbus comms standard (lowest DST)
Fieldbus, Profibus or DeviceNet available
TruBio/TruPur/TruChrom features
Commercial Off The Shelf (COTS)
Highly configurable and expandable
Sophisticated control algorithms
Parameter update in real-time
Sensor redundancy and calibration
Plant LAN
Third Party Controllers: Sartorius/Applikon upstream or Palll/GE downstream
OP
C
OP
C
Analyzers: Nova 100, 300, 400, BioProfile Flex
Any OPC
Compliant
Instruments/Equip
ment
TruBio SCADA interface = control and monitor any OPC Compliant equipment
OPC
SERVER
Downstream HarmonizationPhase 0: OPC connection
Phase 1: SmartSwitchPhase 2: Universal Controllers
DeltaV Network (Dedicated, redundant process LAN)
Plant LAN
OperatorStation
Professional Plus Station
Application Station andHistorian
DV Controller
OPC
ClarificationChromatography
(Affinity/CEX/AEX)
Virus RemovalUltra-filtration Sterile filtration
OPC OPC OPC
Centrifugation Filtration
nativeOPC
BufferPrep
native native native nativenativeOPCnativenative
New Capabilities for the BPD Workflow
Upstream Downstream
Cell line development
and media
optimization
Mixing, cell culture and
fermentationHarvest and collection Purification
Bulk storage and final
fill
Mycoplasma and viral detection
QC and analysis
Freedom™ CHO
cell lines
Process development and
media optimization services
Gibco™ cell culture media,
feeds, and enhancers
Single-use fermentors,
bioreactors and mixers
BioProcess containers
inSITE™ Integrity
Testing System
POROS™ harvest and
separation products
Storage and transport
POROS™ chromatography
resins
CaptureSelect™ affinity
ligands and resins
Transfer assemblies
Host cell DNA, protein and
protein A quantitation
Storage and transport
BPCs, manifolds and
containers
Acclimate™ single-usefrozen handling system
Cell factories
Large volume liquids
Large volume liquids
Shaker flasks and rigid
containment
Production chemicalsGMP warehousing, sampling and lot control
Sensors
Lab-scale Controllers
Lab-scale BioreactorsDS Controllers/Skids
Software (TruChrom)
Controllers
Software (TruBio)
Sensors
SmartFactory
Pump Tower Skids
Software
US Controllers/Skids
Software (TruPur)
Sensors
Software (TruBio)
LegendGrey text: Legacy BPD capabilities
Red text: Finesse expanded capabilities
GMP Facility
Our under-construction “SMART”
cGMP manufacturing facility at
Guangzhou Bio Island, generates
Mab materials for clinical trials &
commercial launch.
Multiple Product Lines
Facility for Future
Maximum Flexibility,
Adaptability, and Expandability
Global Compliance
Our Platform – cGMP SmartFactory
• Fit for purpose – In Line With Corporate Strategy
• Continuous/Lean Process
• Smart Facility/ Smart Modulars/ Smart Parts
• Smart Team/ Smart People
• Smart System Compliant With Regulations
• Smart Execution
• Smart Operation is the Competitive Advantages
Summary