New Techniques of Reliability and their Application to Offshore Wind Farms
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Transcript of New Techniques of Reliability and their Application to Offshore Wind Farms
New Techniques of Reliability and their Application to Offshore Wind Farms
European Offshore Wind 2009, StockholmTechnology and InnovationOffshore Wind Turbine Reliability16th September 2009
Introduction - Michael Starling
Background
• Chartered Mechanical Engineer, started work in 1979, worked for BMT since 1990
• worked in Renewable Energy since 2004
• specialise in engineering and risk
• applied to transport, energy and the built environment
Current/recent projects
• construction, transportation and installation system for concrete offshore wind turbine foundations (with Gifford)
• reliability, maintainability and survivability guide for the European Marine Energy Centre in Orkney
• navigation impact assessment of a tidal fence across the Severn
Introduction - BMT
British Maritime Technology Ltd
established 1985 (now BMT Group Ltd)
NMI LtdBritish Ship
Research Association
Reliability – Some major projects
Air to Air Refuelling Tanker Aircraft
Reliability – Some major projects
Channel Tunnel Trains
Reliability – Some major projects
Ro Ro Ferries
Reliability – Some major projects
Offshore and Subsea Oil & Gas
Reliability – Personal contact with my work
Aircraft Fuel Pumps – Airport Baggage Handling – Airport Trains – Metros - Escalators
Reliability – A current project
Pulse Tidal Generator
Who achieves high reliability?
Aircraft achieve high reliability
An A330 will typically achieve greater than 98.5% operational availability
and they guaranteed it from day 1
How do they achieve high reliability?
Fundamental economic driver
A complete common purpose between safety, reliability, performance and profitability
International standards driven
Everything is specification, certification and approvals led
Technical drivers
Complete hierarchy of specification and certification from the smallest component to the whole aircraft and from an individual maintainer to the operator
Approvals are technical, organisational and individual
There is international commonality and transferability
Functional drivers
Aircraft design based on equipment functionality and integrity
and on appropriate redundancy
Appropriate redundancy
Redundancy “enhances high integrity”
It does not “compensate for low integrity”
What process do they follow?
Formal processes of assurance
Defining what the equipment, operation or service has to do
Designing, operating and maintaining it to do it
Finding some assurance that it will “work and keep on working”
Summary
Aircraft Achieve High Reliability By
Reliable Design
demonstrated by
Reliability Assurance
based on
Integrity, Functionality, Appropriate Redundancy and Comprehensive Testing
mandated by
Specification, Certification and Approval
and controlled through life by
Monitoring and Modification
Design for reliability
Maintain for reliability
Success-based reliability
Three topics for rest of this paper
Design for Reliability
How reliable does a device have to be?Common measure of reliability is Mean Time Between Failure (MTBF)
• Common belief that a 10 year MTBF means that the equipment will last about 10 years
• That is a 10 year life not a 10 year MTBF
• After 10 years running approximately 63% of “10 year” MTBF equipment will have failed
• For 1% failed the MTBF needs to be approximately 1,000 years
• Some MTBFs– Offshore Wind Turbine, 1 month– Domestic Boiler, 5 years – Double Glazing, 10 years
Reliability of the Device
(MTBF in years)
Reliability over Time Period
Unreliability over Time Period
Number of Failed Devices at end of 10
year time periodNumber of Devices on Site 100 1 0% 100% 100Time Period (Years) 10 10 37% 63% 63
50 82% 18% 18100 90% 10% 10
1,000 99% 1% 1
Does redundancy help?Typical solution to poor reliability is redundancy
• Works well for repairable systems
• Works badly for non repairable systems
• It works better for non-repairable systems when the equipment is reliable
• It is often better to spend money on increasing integrity rather than fitting redundancy
Dual RedundancyReliability of the
Device(MTBF in years)
Number of Failed Devices at end of 10
year time period
Number of Failed Devices at end of year time period
Number of Devices on Site 100 1 100 100Time Period (Years) 10 10 63 40
50 18 3100 10 1
1,000 1 0
Design for reliability - conclusion
Design for high integrity
Backup with redundancy only if easy to repair
Maintain for Reliability
What type of maintenance can I do?Preventive Maintenance
• The routine activities to prevent failure, i.e. the servicing
• Typically done to a planned schedule based on time or usage
• Ideal is to do when no wind resource available
Corrective Maintenance
• The activities required to respond to failure, i.e. the repairs
• Typically done to a reactive schedule
• Ideal is to avoid
Predictive Maintenance
• The activities required to respond to an indicator of future failure, i.e. maintenance triggered by some measurement of condition
• Ideal is to be able to defer predictive maintenance to times when preventive maintenance takes place
What type of maintenance should I do?
Wear-out
Degradation
Initial Success
Steady
Early Life Failure
Classical “Bathtub”
Depends on the nature of the failure
Effect of time scheduled maintenance
Wear-out
Degradation
Initial Success
Steady
Early Life Failure
Classical “Bathtub”
No difference
Made worse
Made better
Bit better
Bit better
Bit worse
Example using of aircraft data
Wear-out
Degradation
Initial Success
Steady
Early Life Failure
Classical “Bathtub”
No difference
Made worse
Made better
Bit better
Bit better
Bit worse 4%
2%
5%
7%
14%
68%
Maintain for reliability - conclusion
Define maintenance based on understanding the types of failure
Success-based reliability
A bit of history
These success-based techniques grew out of failure
• failure of reliability techniques to lead to change
• failure of techniques to improve reliability
• failure of techniques to be value for money
Led to questioning the fundamental reliability techniques
• techniques are focussed on failure
• should they be focussed on success?
Focus on success
For many years those of us in reliability have concentrated on understanding and eliminating failure.
• why things fails, when they fail, where they fail and how to stop them failing are questions that are examined in great detail.
However in doing so we may have overlooked the equal importance of understanding and creating success.
• why things work, when they work, where they work and how to make them work are equally, or perhaps more important, questions.
How to achieve success? – via assurance
• to define what the equipment, operation or service has to do
• to design it and operate it to do it
• find some evidence that it will work and keep on working.
• identify and eliminate threats to success.
Define
Evidence
Threats Design
Assurance via developing a reliability case
Part Technical Process
• that aims to provide the “Evidence of Success” and
• identify and eliminate the “Risk of Failure”
• and produce a “Reasoned Argument” supporting expected performance
Part Management Process
• that aims to provide “Scrutiny” that the evidence and argument is valid
Assessing the quality of the evidence
Proof?E8 Current Situation
E7Trials
(or Industry Standard Tests)
E6 Validated Simulations
E5Quantitative Calculations
(or Simplistic Quantitative Tests)
E4Qualitative Analysis(or Qualitative Tests)
E3 Expert Opinion - Written
E2 Expert Opinion - Verbal
E1 No Evidence
Best Evidence
Worst EvidenceExample Evidence Quality Matrix
Evidence?
Faith?
Producing a reasoned argument
The reasoned argument leads to
• a claim of expected reliability performance
• an assessment of the level of risk associated with the claim
There is an obligation to use all evidence, the supporting and the opposing
All the Evidence All the Conditions
Supporting
Evidence
Evidence
Evidence Science
Evidence Environment
Evidence Operations
Evidence
EvidenceChallenging
Concept of a Reasoned Argument
Requirements and
Assumptions
Reliability Claims
Reasoned Arguments
Typical Management Process – providing scrutiny
Scrutiny Processes
Authority to Proceedor
Need for Further Work
Issued Reliability
Case Report
Production Processes
Management Process - Production and Scrutiny of a Reliability Case
Plus Project
Plus Customer
Reliability Case Owner
Basis of Design
Solution Build Up
Reliability Case
Draft Reliability
Case Report
Updated Reliability
Case Report
HearingRed Team Review
Peer Review
This philosophy is not new
Rene Descartes
1596 - 1650
Knowledge should be based on
“Proof and evidence rather than just faith”
and
“Nothing should be accepted unless subject to scrutiny”
And finally
Some advice on how to achieve high reliability
• Specify the reliability you want– and specify it in terms meaningful to your business
• Design to achieve it– but beware the false promise of redundancy
• Build up a Reliability Case– and expose it to scrutiny (and don’t always believe your
experts!)
• Maintain for reliability– base your maintenance on understanding failure
Discussion
Michael Starling
BMT Fleet Technology
www.fleetech.com
+44(0)780 3925110
Typical Technical Process – building up evidence
Strategy to Build Evidence
Identify Need for Evidence
Reliability Cycle
Action to Build
Evidence
Evidence of Success
and
Risk of Failure
Identify Risk of Failure
Risk CycleAction to
Reduce Risk
Strategy to Reduce Risk
Technical Process - Building Evidence and Reducing Risk
Operational and Financial
Requirements
Reliability Requirements
Proposed Solution
Level of Risk associated with the
Claim
Claim ofExpected Reliability
Performance