SlideShare une entreprise Scribd logo
1  sur  27
Wind Turbine Reliability:  A Database and Analysis Approach Raghav Raghunathan
The Wind Energy Industry and Aim of Sandia Report 2008 ,[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction – Sandia into the Wind Turbine Reliability effort! ,[object Object],[object Object],[object Object],[object Object]
Objectives of Wind Turbine Reliability effort ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Definitions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Key Metrics
The Costs of Operations and Maintenance (O&M) ,[object Object],[object Object]
Annual Average Operations and Maintenance Costs by Project Age ,[object Object],[object Object],[object Object]
Techniques available to analyze failure rates ,[object Object],[object Object]
Pareto Technique:  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Failure Characteristics –  Sources for Reliability Information – IEEE  ,[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Failure Characteristics –  Sources for Reliability Information – Paul Barringer ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
National Reliability Database (NRD) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Objective of Sandia Wind National Reliability Database
National Reliability Database (NRD) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Reliability Modeling ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Reliability Block Diagram (RBD) ,[object Object],[object Object]
Parallel Connection (RBD) ,[object Object],[object Object],[object Object],[object Object]
Series Connection (RBD) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Sample RBD for Wind Turbine Farm
Fault Tree Analysis ,[object Object],[object Object]
Sample Fault Tree Analysis using Pro-Opta Toolset
Industry Interactions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions and Recommendations ,[object Object],[object Object],[object Object]
Future for System Reliability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you

Contenu connexe

Tendances

VAWT Thesis Poster
VAWT Thesis PosterVAWT Thesis Poster
VAWT Thesis Poster
Rene Serrano
 
Turbina Vawt Technology For Green Telecom Power Supply
Turbina Vawt Technology For Green Telecom Power SupplyTurbina Vawt Technology For Green Telecom Power Supply
Turbina Vawt Technology For Green Telecom Power Supply
tvin
 
Project Report on 'Modulation of Vertical Axis Wind Turbine'
Project Report on 'Modulation of Vertical Axis Wind Turbine'Project Report on 'Modulation of Vertical Axis Wind Turbine'
Project Report on 'Modulation of Vertical Axis Wind Turbine'
Gurpreet Singh Chhabda
 

Tendances (20)

VAWT Thesis Poster
VAWT Thesis PosterVAWT Thesis Poster
VAWT Thesis Poster
 
Turbina Vawt Technology For Green Telecom Power Supply
Turbina Vawt Technology For Green Telecom Power SupplyTurbina Vawt Technology For Green Telecom Power Supply
Turbina Vawt Technology For Green Telecom Power Supply
 
Wind turbine project presentation
Wind turbine project presentationWind turbine project presentation
Wind turbine project presentation
 
Maglev Windmill
Maglev WindmillMaglev Windmill
Maglev Windmill
 
Small scale vertical axis wind turbine design
Small scale vertical axis wind turbine designSmall scale vertical axis wind turbine design
Small scale vertical axis wind turbine design
 
Pre-Swirl Augmented Vertical Axis Wind Turbine
Pre-Swirl Augmented Vertical Axis Wind TurbinePre-Swirl Augmented Vertical Axis Wind Turbine
Pre-Swirl Augmented Vertical Axis Wind Turbine
 
guaglobal.com
guaglobal.comguaglobal.com
guaglobal.com
 
vertical axis wind turbine
vertical axis wind turbinevertical axis wind turbine
vertical axis wind turbine
 
Wind turbine blade design
Wind turbine blade designWind turbine blade design
Wind turbine blade design
 
Vertical wind mill
Vertical wind millVertical wind mill
Vertical wind mill
 
Vertical axis wind mill turbine
Vertical axis wind mill turbineVertical axis wind mill turbine
Vertical axis wind mill turbine
 
Project Report on 'Modulation of Vertical Axis Wind Turbine'
Project Report on 'Modulation of Vertical Axis Wind Turbine'Project Report on 'Modulation of Vertical Axis Wind Turbine'
Project Report on 'Modulation of Vertical Axis Wind Turbine'
 
Maglev windmill
Maglev windmillMaglev windmill
Maglev windmill
 
Design and construction of vertical axis wind turbine
Design and construction of vertical axis wind turbineDesign and construction of vertical axis wind turbine
Design and construction of vertical axis wind turbine
 
FINAL PROJECT VAWT
FINAL PROJECT VAWTFINAL PROJECT VAWT
FINAL PROJECT VAWT
 
Maglev windmill project report
Maglev windmill project reportMaglev windmill project report
Maglev windmill project report
 
Generation of dc with using vawt (2)
Generation of dc with using vawt (2)Generation of dc with using vawt (2)
Generation of dc with using vawt (2)
 
Design of maglev wind turbine
Design of maglev wind turbineDesign of maglev wind turbine
Design of maglev wind turbine
 
Current and future wind turbine design trends
Current and future wind turbine design trendsCurrent and future wind turbine design trends
Current and future wind turbine design trends
 
Theoretical and Design Analysis of SAVONIUS TURBINE
Theoretical and Design Analysis of SAVONIUS TURBINETheoretical and Design Analysis of SAVONIUS TURBINE
Theoretical and Design Analysis of SAVONIUS TURBINE
 

En vedette

Design small scale wind turbine for home electricity generation
Design small scale wind turbine for home electricity generationDesign small scale wind turbine for home electricity generation
Design small scale wind turbine for home electricity generation
Maheemal Thilakarathna
 
Ocean Thermal energy conversion (OTEC)
Ocean Thermal energy conversion (OTEC)Ocean Thermal energy conversion (OTEC)
Ocean Thermal energy conversion (OTEC)
Patnam Shruthi
 
Tidal power plants
Tidal power plantsTidal power plants
Tidal power plants
tonygracious
 

En vedette (20)

Performance Evaluation of 830kW Wind Turbine and an Analysis of Various Param...
Performance Evaluation of 830kW Wind Turbine and an Analysis of Various Param...Performance Evaluation of 830kW Wind Turbine and an Analysis of Various Param...
Performance Evaluation of 830kW Wind Turbine and an Analysis of Various Param...
 
Verticalwind
VerticalwindVerticalwind
Verticalwind
 
Performance investigation and blade analysis of a small horizontal axis wind ...
Performance investigation and blade analysis of a small horizontal axis wind ...Performance investigation and blade analysis of a small horizontal axis wind ...
Performance investigation and blade analysis of a small horizontal axis wind ...
 
Basic Info regarding making a RC aeroplane
Basic Info regarding making a RC aeroplaneBasic Info regarding making a RC aeroplane
Basic Info regarding making a RC aeroplane
 
OCEAN THERMAL ENERGY CONVERSION
OCEAN THERMAL ENERGY CONVERSION OCEAN THERMAL ENERGY CONVERSION
OCEAN THERMAL ENERGY CONVERSION
 
Wind turbine
Wind turbineWind turbine
Wind turbine
 
Ocean Thermal Energy Conversion Systems
Ocean Thermal Energy Conversion SystemsOcean Thermal Energy Conversion Systems
Ocean Thermal Energy Conversion Systems
 
OTEC
OTECOTEC
OTEC
 
Power from wind in india
Power from wind in indiaPower from wind in india
Power from wind in india
 
Advancement in wind energy
Advancement in wind energyAdvancement in wind energy
Advancement in wind energy
 
Ocean Thermal Energy Conversion
Ocean Thermal Energy ConversionOcean Thermal Energy Conversion
Ocean Thermal Energy Conversion
 
VERTICAL AXIS WIND TURBINE
VERTICAL AXIS WIND TURBINEVERTICAL AXIS WIND TURBINE
VERTICAL AXIS WIND TURBINE
 
Design small scale wind turbine for home electricity generation
Design small scale wind turbine for home electricity generationDesign small scale wind turbine for home electricity generation
Design small scale wind turbine for home electricity generation
 
Ocean Thermal Energy Conversion
Ocean Thermal Energy ConversionOcean Thermal Energy Conversion
Ocean Thermal Energy Conversion
 
Ocean thermal energy conversion
Ocean thermal energy conversionOcean thermal energy conversion
Ocean thermal energy conversion
 
Horizontal Axis Wind Turbine
Horizontal Axis Wind TurbineHorizontal Axis Wind Turbine
Horizontal Axis Wind Turbine
 
Ocean Thermal energy conversion (OTEC)
Ocean Thermal energy conversion (OTEC)Ocean Thermal energy conversion (OTEC)
Ocean Thermal energy conversion (OTEC)
 
Tidal power plants
Tidal power plantsTidal power plants
Tidal power plants
 
Tidal energy
Tidal energyTidal energy
Tidal energy
 
Tidal Power
Tidal PowerTidal Power
Tidal Power
 

Similaire à Wind turbine reliability

Similaire à Wind turbine reliability (20)

Estimating Reliability of Power Factor Correction Circuits: A Comparative Study
Estimating Reliability of Power Factor Correction Circuits: A Comparative StudyEstimating Reliability of Power Factor Correction Circuits: A Comparative Study
Estimating Reliability of Power Factor Correction Circuits: A Comparative Study
 
Introduction to the VEDA TIMES-Starter Model Platform
Introduction to the VEDA TIMES-Starter Model PlatformIntroduction to the VEDA TIMES-Starter Model Platform
Introduction to the VEDA TIMES-Starter Model Platform
 
Reliability Assessment of Induction Motor Drive using Failure Mode Effects An...
Reliability Assessment of Induction Motor Drive using Failure Mode Effects An...Reliability Assessment of Induction Motor Drive using Failure Mode Effects An...
Reliability Assessment of Induction Motor Drive using Failure Mode Effects An...
 
Optimal Placement and Sizing of Distributed Generation Units Using Co-Evoluti...
Optimal Placement and Sizing of Distributed Generation Units Using Co-Evoluti...Optimal Placement and Sizing of Distributed Generation Units Using Co-Evoluti...
Optimal Placement and Sizing of Distributed Generation Units Using Co-Evoluti...
 
IRJET- Failure Mode and Effect Analysis (FMEA) – A Case Study in Manufacturin...
IRJET- Failure Mode and Effect Analysis (FMEA) – A Case Study in Manufacturin...IRJET- Failure Mode and Effect Analysis (FMEA) – A Case Study in Manufacturin...
IRJET- Failure Mode and Effect Analysis (FMEA) – A Case Study in Manufacturin...
 
IRJET- Maximization of Net Profit by Optimal Placement and Sizing of DG in Di...
IRJET- Maximization of Net Profit by Optimal Placement and Sizing of DG in Di...IRJET- Maximization of Net Profit by Optimal Placement and Sizing of DG in Di...
IRJET- Maximization of Net Profit by Optimal Placement and Sizing of DG in Di...
 
Driving semiconductor-manufacturing-business-performance-through-analytics (1)
Driving semiconductor-manufacturing-business-performance-through-analytics (1)Driving semiconductor-manufacturing-business-performance-through-analytics (1)
Driving semiconductor-manufacturing-business-performance-through-analytics (1)
 
System design for the water industry - Andy Verwer
System design for the water industry -  Andy VerwerSystem design for the water industry -  Andy Verwer
System design for the water industry - Andy Verwer
 
IRJET- Design & Development of Hydraulically Dowel Pin Pressing Machine
IRJET- Design & Development of Hydraulically Dowel Pin Pressing MachineIRJET- Design & Development of Hydraulically Dowel Pin Pressing Machine
IRJET- Design & Development of Hydraulically Dowel Pin Pressing Machine
 
Vibration Analysis of a Centrifugal Pump
Vibration Analysis of a Centrifugal PumpVibration Analysis of a Centrifugal Pump
Vibration Analysis of a Centrifugal Pump
 
A Review on Energy Consumption Monitoring and Analysis System
A Review on Energy Consumption Monitoring and Analysis SystemA Review on Energy Consumption Monitoring and Analysis System
A Review on Energy Consumption Monitoring and Analysis System
 
PES Wind Magazine - The development of a MV power converter for FC wind turbi...
PES Wind Magazine - The development of a MV power converter for FC wind turbi...PES Wind Magazine - The development of a MV power converter for FC wind turbi...
PES Wind Magazine - The development of a MV power converter for FC wind turbi...
 
Power System Reliability Assessment in a Complex Restructured Power System
Power System Reliability Assessment in a Complex Restructured Power SystemPower System Reliability Assessment in a Complex Restructured Power System
Power System Reliability Assessment in a Complex Restructured Power System
 
Guidelines to Understanding to estimate MTBF
Guidelines to Understanding to estimate MTBFGuidelines to Understanding to estimate MTBF
Guidelines to Understanding to estimate MTBF
 
Seminar presentation
Seminar presentationSeminar presentation
Seminar presentation
 
ARC's Larry O'Brien Process Automation Presentation @ ARC Industry Forum 2010
ARC's Larry O'Brien Process Automation Presentation @ ARC Industry Forum 2010ARC's Larry O'Brien Process Automation Presentation @ ARC Industry Forum 2010
ARC's Larry O'Brien Process Automation Presentation @ ARC Industry Forum 2010
 
Impact of Distributed Generation on Reliability of Distribution System
Impact of Distributed Generation on Reliability of Distribution SystemImpact of Distributed Generation on Reliability of Distribution System
Impact of Distributed Generation on Reliability of Distribution System
 
Stork Presentation on Migration (Willem Hazenberg)
Stork Presentation on Migration (Willem Hazenberg)Stork Presentation on Migration (Willem Hazenberg)
Stork Presentation on Migration (Willem Hazenberg)
 
IRJET- Network Reconfiguration and DG Placement in Distribution Systems for P...
IRJET- Network Reconfiguration and DG Placement in Distribution Systems for P...IRJET- Network Reconfiguration and DG Placement in Distribution Systems for P...
IRJET- Network Reconfiguration and DG Placement in Distribution Systems for P...
 
IRJET- Vibration Analysis and Optimization of Housing for ECU in Automobile u...
IRJET- Vibration Analysis and Optimization of Housing for ECU in Automobile u...IRJET- Vibration Analysis and Optimization of Housing for ECU in Automobile u...
IRJET- Vibration Analysis and Optimization of Housing for ECU in Automobile u...
 

Dernier

The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
heathfieldcps1
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
Chris Hunter
 

Dernier (20)

The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 

Wind turbine reliability