SlideShare a Scribd company logo
2014 Blade Reliability Presentation 
Field Trials of Vortex Generators Sandia Blade Workshop Albuquerque, NM 
Ron Grife 
Manager, Turbine Performance and Reliability 
Aug 26-28, 2014
2014 Blade Reliabiltiy Presentation 
2 
Vortex Generators (VGs) 
The typical turbine blade is designed as a compromise between the ideal/theoretical airfoil shape and the structural efficiency of a practical rotor set. As a result, turbine blades can suffer from stall losses (especially around the root section) due to the detachment of air flow.
2014 Blade Reliabiltiy Presentation 
3 
Vortex Generators (VGs) 
Typical VG installations are applied to the root section of the blade, however, VGs can also be applied along the entire span of the blade to prevent stall for a variety of reasons 
KEY FACTS 
•Gains – production benefits from VGs are relatively small compared to typical power variations, validating gains is challenging 
•Preparation – design and placement is unique to every blade type; requires intensive studies to visualize air-flow attachment 
•Material - VGs may be made of metal or injection-molded plastic 
•Installation – requires detailed installation procedure, but can usually be done uptower via rope access, platforms, etc. In some cases VG installs combined with other blade improvement 
•Life - VGs are exposed to difficult environmental conditions and therefore need to be designed to be robust and maintenance- free 
EDPR has installed VGs on 500+ turbines in 2014, trials in progress for additional units in coming years
2014 Blade Reliabiltiy Presentation 
4 
Met Mast Reference (IEC style) 
•Two turbines near met in IEC conditions 
•One of the turbines gets VG’s installed 
•One turbine unmodified as a control 
•Data requirements similar/same as IEC 
•Relative production difference is VG gain 
No Met Mast (Long Term Production) 
•Various turbines selected at wind farm 
•Turbine production monitored for 12 months 
•Unmodified neighbor turbines provide reference 
•Very little filtering (attempting to get “actual” production effects) 
•Relative gain compared to unmodified neighbors is the VG effect 
Types of Gain Analysis
2014 Blade Reliabiltiy Presentation 
5 
Summary of VG Trials 
Turbine 
Trial Description 
Status 
Turbine Type 1 
Trialed 2 Different VGs 
Initial Measurements Complete 
Turbine Type 2 
Trialed 2 Different VGs + additional blade impr. 
Initial Measurements Complete 
Turbine Type 3 
Trialed 3 Different VGs + additional blade impr. 
Measurements in Review 
Turbine Type 3 
VGs in different positions in park: 
•Edge of array 
•waked positions 
•with control improvement 
Measurement period almost complete
2014 Blade Reliabiltiy Presentation 
6 
VG Gain Comparisons 
0 
1 
2 
Relative Production Gain 
Turbine Type 
Turbine Type 1 - VG Type 1 
Turbine Type 1 - VG Type 2 
Turbine Type 2 - VG Type 1 
Turbine Type 2 - VG Type 2 
Turbine Type 2 - VG Type 3 
•Gains on Type 2 are generally higher 
•Spread in results between turbine types is similar 
•Analysis for type 3 not completed
2014 Blade Reliabiltiy Presentation 
7 
Environmental variation (Siting, TI, Shear, etc.) 
VGs change the blades sensitivity to changes in local angle of attack which are driven by TI, shear 
Configuration differences (pitch settings, blade condition) 
Small changes in blade settings and actual conditions could have a relatively large influence on the overall effect from VGs 
Anemometer impact (only issue if referencing WTG anemometer) 
The change in aerodynamics at the blade root affects the flow in the area near the nacelle where the anemometer is located 
Confounding Factors (Sources of variation)
2014 Blade Reliabiltiy Presentation 
8 
Anemometer Impacts 
Analysis: Wind sensor readings on trial turbines compared to control neighbor in IEC conditions before and after VGs were installed. Results: Conclusions: VGs may have an impact on wind sensors. Results not unexpected, although magnitudes don’t have clear correlation yet. 
Turbine 
Measured Impact 
Comments 
Turbine Type 1 
No Clear Change 
Large “seasonal” variations in correlation without VGs. 
Turbine Type 2 
Increase in Indicated WS 
Clear change in wind speeds across various VG types 
Turbine Type 3 
[Apparent Increase in Indicated WS, still verifying] 
Initial indicators: Seasonal variations in baseline turbine, needs further study
2014 Blade Reliabiltiy Presentation 
9 
•VGs consistently produced positive gains in trials 
•Gains appear to have a consistent variation according to trial results 
•Gains appear to be larger on some turbine types 
•Anemometers were impacted on some of the turbines that were tested 
•Longer term trials showing that VGs have longevity to justify investment 
Conclusions

More Related Content

What's hot

Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal
Sandia National Laboratories: Energy & Climate: Renewables
 
Christopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed DesignChristopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed Design
Sandia National Laboratories: Energy & Climate: Renewables
 
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
Sandia National Laboratories: Energy & Climate: Renewables
 
Panel: Establishing a Successful Blade Maintenance Program
Panel: Establishing a Successful Blade Maintenance ProgramPanel: Establishing a Successful Blade Maintenance Program
Panel: Establishing a Successful Blade Maintenance Program
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Van Dam
Sandia 2014 Wind Turbine Blade Workshop- Van DamSandia 2014 Wind Turbine Blade Workshop- Van Dam
Sandia 2014 Wind Turbine Blade Workshop- Van Dam
Sandia National Laboratories: Energy & Climate: Renewables
 
David Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
David Maniaci - Leading Edge Erosion Measurement and Modeling CampaignsDavid Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
David Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Jensen
2014 Wind Turbine Blade Workshop- Jensen2014 Wind Turbine Blade Workshop- Jensen
2014 Wind Turbine Blade Workshop- Jensen
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Wetzel
2014 Wind Turbine Blade Workshop- Wetzel2014 Wind Turbine Blade Workshop- Wetzel
2014 Wind Turbine Blade Workshop- Wetzel
Sandia National Laboratories: Energy & Climate: Renewables
 
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) ProjectGerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
Sandia National Laboratories: Energy & Climate: Renewables
 
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
Sandia National Laboratories: Energy & Climate: Renewables
 
Malkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
Malkin Panel: Blade Root Cause Analysis Processes and Inspection MethodsMalkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
Malkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Haag
2014 Wind Turbine Blade Workshop- Haag2014 Wind Turbine Blade Workshop- Haag
2014 Wind Turbine Blade Workshop- Haag
Sandia National Laboratories: Energy & Climate: Renewables
 
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Barr
Sandia 2014 Wind Turbine Blade Workshop- BarrSandia 2014 Wind Turbine Blade Workshop- Barr
Sandia 2014 Wind Turbine Blade Workshop- Barr
Sandia National Laboratories: Energy & Climate: Renewables
 
The Impacts of Uprating and Derating on Wind Turbine Reliability
The Impacts of Uprating and Derating on Wind Turbine ReliabilityThe Impacts of Uprating and Derating on Wind Turbine Reliability
The Impacts of Uprating and Derating on Wind Turbine Reliability
Sentient Science
 
Investigating the Impacts of Uprating or Derating for the GE 1.5MW
Investigating the Impacts of Uprating or Derating for the GE 1.5MWInvestigating the Impacts of Uprating or Derating for the GE 1.5MW
Investigating the Impacts of Uprating or Derating for the GE 1.5MW
Sentient Science
 
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine RotorFrederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
Sandia National Laboratories: Energy & Climate: Renewables
 
Lightning detection - strategies for monitoring & integrating into a blade ma...
Lightning detection - strategies for monitoring & integrating into a blade ma...Lightning detection - strategies for monitoring & integrating into a blade ma...
Lightning detection - strategies for monitoring & integrating into a blade ma...
Sandia National Laboratories: Energy & Climate: Renewables
 

What's hot (20)

Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
Dayton Griffin - Current Status and Ongoing Development of Wind Turbine Blade...
 
2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal
 
Christopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed DesignChristopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed Design
 
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
Optimizing Quality Assurance Inspections to Improve the Probability of Damage...
 
Panel: Establishing a Successful Blade Maintenance Program
Panel: Establishing a Successful Blade Maintenance ProgramPanel: Establishing a Successful Blade Maintenance Program
Panel: Establishing a Successful Blade Maintenance Program
 
Sandia 2014 Wind Turbine Blade Workshop- Van Dam
Sandia 2014 Wind Turbine Blade Workshop- Van DamSandia 2014 Wind Turbine Blade Workshop- Van Dam
Sandia 2014 Wind Turbine Blade Workshop- Van Dam
 
David Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
David Maniaci - Leading Edge Erosion Measurement and Modeling CampaignsDavid Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
David Maniaci - Leading Edge Erosion Measurement and Modeling Campaigns
 
2014 Wind Turbine Blade Workshop- Jensen
2014 Wind Turbine Blade Workshop- Jensen2014 Wind Turbine Blade Workshop- Jensen
2014 Wind Turbine Blade Workshop- Jensen
 
2014 Wind Turbine Blade Workshop- Wetzel
2014 Wind Turbine Blade Workshop- Wetzel2014 Wind Turbine Blade Workshop- Wetzel
2014 Wind Turbine Blade Workshop- Wetzel
 
Coffey
CoffeyCoffey
Coffey
 
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) ProjectGerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
Gerard Schepers - Advanced Aerodynamic Tools for Large Rotors (AVATAR) Project
 
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
Jonathan Naughton - V&V of Models for Wind Turbine and Wind Plant Aerodynamic...
 
Malkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
Malkin Panel: Blade Root Cause Analysis Processes and Inspection MethodsMalkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
Malkin Panel: Blade Root Cause Analysis Processes and Inspection Methods
 
2014 Wind Turbine Blade Workshop- Haag
2014 Wind Turbine Blade Workshop- Haag2014 Wind Turbine Blade Workshop- Haag
2014 Wind Turbine Blade Workshop- Haag
 
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
Toward a New Sub-component Test Method for the Trailing Edge Region of Wind T...
 
Sandia 2014 Wind Turbine Blade Workshop- Barr
Sandia 2014 Wind Turbine Blade Workshop- BarrSandia 2014 Wind Turbine Blade Workshop- Barr
Sandia 2014 Wind Turbine Blade Workshop- Barr
 
The Impacts of Uprating and Derating on Wind Turbine Reliability
The Impacts of Uprating and Derating on Wind Turbine ReliabilityThe Impacts of Uprating and Derating on Wind Turbine Reliability
The Impacts of Uprating and Derating on Wind Turbine Reliability
 
Investigating the Impacts of Uprating or Derating for the GE 1.5MW
Investigating the Impacts of Uprating or Derating for the GE 1.5MWInvestigating the Impacts of Uprating or Derating for the GE 1.5MW
Investigating the Impacts of Uprating or Derating for the GE 1.5MW
 
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine RotorFrederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
Frederik Zahle - Design of an Aeroelastically Tailored 10 MW Wind Turbine Rotor
 
Lightning detection - strategies for monitoring & integrating into a blade ma...
Lightning detection - strategies for monitoring & integrating into a blade ma...Lightning detection - strategies for monitoring & integrating into a blade ma...
Lightning detection - strategies for monitoring & integrating into a blade ma...
 

Viewers also liked

2014 Sandia Wind Turbine Blade Workshop- Griffith
2014 Sandia Wind Turbine Blade Workshop- Griffith2014 Sandia Wind Turbine Blade Workshop- Griffith
2014 Sandia Wind Turbine Blade Workshop- Griffith
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Nolet
Sandia 2014 Wind Turbine Blade Workshop- NoletSandia 2014 Wind Turbine Blade Workshop- Nolet
Sandia 2014 Wind Turbine Blade Workshop- Nolet
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Bingaman
2014 Wind Turbine Blade Workshop- Bingaman2014 Wind Turbine Blade Workshop- Bingaman
2014 Wind Turbine Blade Workshop- Bingaman
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Loth
Sandia 2014 Wind Turbine Blade Workshop- LothSandia 2014 Wind Turbine Blade Workshop- Loth
Sandia 2014 Wind Turbine Blade Workshop- Loth
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Madsen
Sandia 2014 Wind Turbine Blade Workshop- MadsenSandia 2014 Wind Turbine Blade Workshop- Madsen
Sandia 2014 Wind Turbine Blade Workshop- Madsen
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Sandia Wind Turbine Blade Workshop- Shennan
2014 Sandia Wind Turbine Blade Workshop- Shennan2014 Sandia Wind Turbine Blade Workshop- Shennan
2014 Sandia Wind Turbine Blade Workshop- Shennan
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Sandia Wind Turbine Blade Workshop- DeMint
2014 Sandia Wind Turbine Blade Workshop- DeMint2014 Sandia Wind Turbine Blade Workshop- DeMint
2014 Sandia Wind Turbine Blade Workshop- DeMint
Sandia National Laboratories: Energy & Climate: Renewables
 
2014 Wind Turbine Blade Workshop- Bottasso
2014 Wind Turbine Blade Workshop- Bottasso2014 Wind Turbine Blade Workshop- Bottasso
2014 Wind Turbine Blade Workshop- Bottasso
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
Sandia 2014 Wind Turbine Blade Workshop- Miller & MandellSandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
Sandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
Sandia National Laboratories: Energy & Climate: Renewables
 
Jesper Mansson - The LM 88.4P Blade
Jesper Mansson - The LM 88.4P BladeJesper Mansson - The LM 88.4P Blade
Vortex Flow / Turbine Fluid Sensor
Vortex Flow / Turbine Fluid SensorVortex Flow / Turbine Fluid Sensor
Vortex Flow / Turbine Fluid Sensor
Pankaj Kumar
 
Trends in Blade Technology and Changing R&D Needs Panel
Trends in Blade Technology and Changing R&D Needs PanelTrends in Blade Technology and Changing R&D Needs Panel
Trends in Blade Technology and Changing R&D Needs Panel
Sandia National Laboratories: Energy & Climate: Renewables
 
Structural Enhancements: The Way to lower LCOE
Structural Enhancements: The Way to lower LCOEStructural Enhancements: The Way to lower LCOE
Structural Enhancements: The Way to lower LCOE
Sandia National Laboratories: Energy & Climate: Renewables
 
Josh Paquette - Wind Turbine Blade Workshop Intro
Josh Paquette - Wind Turbine Blade Workshop IntroJosh Paquette - Wind Turbine Blade Workshop Intro
Josh Paquette - Wind Turbine Blade Workshop Intro
Sandia National Laboratories: Energy & Climate: Renewables
 

Viewers also liked (15)

2014 Sandia Wind Turbine Blade Workshop- Griffith
2014 Sandia Wind Turbine Blade Workshop- Griffith2014 Sandia Wind Turbine Blade Workshop- Griffith
2014 Sandia Wind Turbine Blade Workshop- Griffith
 
Sandia 2014 Wind Turbine Blade Workshop- Nolet
Sandia 2014 Wind Turbine Blade Workshop- NoletSandia 2014 Wind Turbine Blade Workshop- Nolet
Sandia 2014 Wind Turbine Blade Workshop- Nolet
 
2014 Wind Turbine Blade Workshop- Bingaman
2014 Wind Turbine Blade Workshop- Bingaman2014 Wind Turbine Blade Workshop- Bingaman
2014 Wind Turbine Blade Workshop- Bingaman
 
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
2014 Sandia Wind Turbine Blade Workshop- Roach & Rice
 
Sandia 2014 Wind Turbine Blade Workshop- Loth
Sandia 2014 Wind Turbine Blade Workshop- LothSandia 2014 Wind Turbine Blade Workshop- Loth
Sandia 2014 Wind Turbine Blade Workshop- Loth
 
Sandia 2014 Wind Turbine Blade Workshop- Madsen
Sandia 2014 Wind Turbine Blade Workshop- MadsenSandia 2014 Wind Turbine Blade Workshop- Madsen
Sandia 2014 Wind Turbine Blade Workshop- Madsen
 
2014 Sandia Wind Turbine Blade Workshop- Shennan
2014 Sandia Wind Turbine Blade Workshop- Shennan2014 Sandia Wind Turbine Blade Workshop- Shennan
2014 Sandia Wind Turbine Blade Workshop- Shennan
 
2014 Sandia Wind Turbine Blade Workshop- DeMint
2014 Sandia Wind Turbine Blade Workshop- DeMint2014 Sandia Wind Turbine Blade Workshop- DeMint
2014 Sandia Wind Turbine Blade Workshop- DeMint
 
2014 Wind Turbine Blade Workshop- Bottasso
2014 Wind Turbine Blade Workshop- Bottasso2014 Wind Turbine Blade Workshop- Bottasso
2014 Wind Turbine Blade Workshop- Bottasso
 
Sandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
Sandia 2014 Wind Turbine Blade Workshop- Miller & MandellSandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
Sandia 2014 Wind Turbine Blade Workshop- Miller & Mandell
 
Jesper Mansson - The LM 88.4P Blade
Jesper Mansson - The LM 88.4P BladeJesper Mansson - The LM 88.4P Blade
Jesper Mansson - The LM 88.4P Blade
 
Vortex Flow / Turbine Fluid Sensor
Vortex Flow / Turbine Fluid SensorVortex Flow / Turbine Fluid Sensor
Vortex Flow / Turbine Fluid Sensor
 
Trends in Blade Technology and Changing R&D Needs Panel
Trends in Blade Technology and Changing R&D Needs PanelTrends in Blade Technology and Changing R&D Needs Panel
Trends in Blade Technology and Changing R&D Needs Panel
 
Structural Enhancements: The Way to lower LCOE
Structural Enhancements: The Way to lower LCOEStructural Enhancements: The Way to lower LCOE
Structural Enhancements: The Way to lower LCOE
 
Josh Paquette - Wind Turbine Blade Workshop Intro
Josh Paquette - Wind Turbine Blade Workshop IntroJosh Paquette - Wind Turbine Blade Workshop Intro
Josh Paquette - Wind Turbine Blade Workshop Intro
 

Similar to Sandia 2014 Wind Turbine Blade Workshop- Grife

Generator Baisc Construction.pptx
Generator Baisc Construction.pptxGenerator Baisc Construction.pptx
Generator Baisc Construction.pptx
SunnyBhardwaj32
 
Vertical axis wind mill turbine
Vertical axis wind mill turbineVertical axis wind mill turbine
Vertical axis wind mill turbine
Yash Prajapati
 
Unit 1-2-a
Unit 1-2-aUnit 1-2-a
Unit 1-2-a
srichakra kripa
 
vertical axis wind turbine
vertical axis wind turbinevertical axis wind turbine
vertical axis wind turbine
iviral1992
 
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test RigIRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
IRJET Journal
 
Fabrication of Advanced Hybrid Savonius Wind Turbine
Fabrication of Advanced Hybrid Savonius Wind TurbineFabrication of Advanced Hybrid Savonius Wind Turbine
Fabrication of Advanced Hybrid Savonius Wind Turbine
Digvijay Gabhane
 
Maglev Windmill
Maglev WindmillMaglev Windmill
Maglev Windmill
Rahul Mehra
 
Wind Energy Technology
Wind Energy TechnologyWind Energy Technology
Wind Energy Technology
Ajay Bhatnagar
 
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
IRJET Journal
 
Electric Generators in Wind Power Plants.pptx
Electric Generators in Wind  Power Plants.pptxElectric Generators in Wind  Power Plants.pptx
Electric Generators in Wind Power Plants.pptx
utkalpatil2
 
21 GSR.pptx
21 GSR.pptx21 GSR.pptx
21 GSR.pptx
chandu052041
 
Challenges of Rebar Testing
Challenges of Rebar TestingChallenges of Rebar Testing
Challenges of Rebar Testing
Instron
 
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)George Sey Jr., PE
 
Inverter
InverterInverter
Inverter
Rishikesh Borse
 
Condition monitoring of_steam_turbines_by_performa
Condition monitoring of_steam_turbines_by_performaCondition monitoring of_steam_turbines_by_performa
Condition monitoring of_steam_turbines_by_performa
Udhayakumar Venkataraman
 
Unit 4
Unit 4Unit 4
Unit 4
Arul Jothi
 
power-curve-wind guard
power-curve-wind guardpower-curve-wind guard
power-curve-wind guard
Mahendran s
 
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
IRJET Journal
 
Bearing Life Improvement of Centrifugal Blowers by Vibration Analysis
Bearing Life Improvement of Centrifugal Blowers by Vibration AnalysisBearing Life Improvement of Centrifugal Blowers by Vibration Analysis
Bearing Life Improvement of Centrifugal Blowers by Vibration Analysis
IJMER
 
Solar plant
Solar plantSolar plant
Solar plant
Ashutosh Srivastava
 

Similar to Sandia 2014 Wind Turbine Blade Workshop- Grife (20)

Generator Baisc Construction.pptx
Generator Baisc Construction.pptxGenerator Baisc Construction.pptx
Generator Baisc Construction.pptx
 
Vertical axis wind mill turbine
Vertical axis wind mill turbineVertical axis wind mill turbine
Vertical axis wind mill turbine
 
Unit 1-2-a
Unit 1-2-aUnit 1-2-a
Unit 1-2-a
 
vertical axis wind turbine
vertical axis wind turbinevertical axis wind turbine
vertical axis wind turbine
 
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test RigIRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
IRJET- Design and Analysis of Work Holding Fixture in a Shaft Bearing Test Rig
 
Fabrication of Advanced Hybrid Savonius Wind Turbine
Fabrication of Advanced Hybrid Savonius Wind TurbineFabrication of Advanced Hybrid Savonius Wind Turbine
Fabrication of Advanced Hybrid Savonius Wind Turbine
 
Maglev Windmill
Maglev WindmillMaglev Windmill
Maglev Windmill
 
Wind Energy Technology
Wind Energy TechnologyWind Energy Technology
Wind Energy Technology
 
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
Performance Analysis of Giromill Vertical Axis Wind Turbine with NACA 63618 A...
 
Electric Generators in Wind Power Plants.pptx
Electric Generators in Wind  Power Plants.pptxElectric Generators in Wind  Power Plants.pptx
Electric Generators in Wind Power Plants.pptx
 
21 GSR.pptx
21 GSR.pptx21 GSR.pptx
21 GSR.pptx
 
Challenges of Rebar Testing
Challenges of Rebar TestingChallenges of Rebar Testing
Challenges of Rebar Testing
 
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)
Microsoft PowerPoint - Impacts of Distributed Generation (Public Copy)
 
Inverter
InverterInverter
Inverter
 
Condition monitoring of_steam_turbines_by_performa
Condition monitoring of_steam_turbines_by_performaCondition monitoring of_steam_turbines_by_performa
Condition monitoring of_steam_turbines_by_performa
 
Unit 4
Unit 4Unit 4
Unit 4
 
power-curve-wind guard
power-curve-wind guardpower-curve-wind guard
power-curve-wind guard
 
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
Study and Analysis of Savonious Vertical Axis Wind Turbine with Neodymium Per...
 
Bearing Life Improvement of Centrifugal Blowers by Vibration Analysis
Bearing Life Improvement of Centrifugal Blowers by Vibration AnalysisBearing Life Improvement of Centrifugal Blowers by Vibration Analysis
Bearing Life Improvement of Centrifugal Blowers by Vibration Analysis
 
Solar plant
Solar plantSolar plant
Solar plant
 

More from Sandia National Laboratories: Energy & Climate: Renewables

M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339rM4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
Sandia National Laboratories: Energy & Climate: Renewables
 
11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt
Sandia National Laboratories: Energy & Climate: Renewables
 
10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS
Sandia National Laboratories: Energy & Climate: Renewables
 
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
Sandia National Laboratories: Energy & Climate: Renewables
 
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
Sandia National Laboratories: Energy & Climate: Renewables
 
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
Sandia National Laboratories: Energy & Climate: Renewables
 
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
Sandia National Laboratories: Energy & Climate: Renewables
 
22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety
Sandia National Laboratories: Energy & Climate: Renewables
 
21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety
Sandia National Laboratories: Energy & Climate: Renewables
 
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
Sandia National Laboratories: Energy & Climate: Renewables
 
19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project
Sandia National Laboratories: Energy & Climate: Renewables
 
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
Sandia National Laboratories: Energy & Climate: Renewables
 
16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)
Sandia National Laboratories: Energy & Climate: Renewables
 
15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project15 Outcome of the Repoperm Project
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
Sandia National Laboratories: Energy & Climate: Renewables
 
13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...
Sandia National Laboratories: Energy & Climate: Renewables
 
12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data
Sandia National Laboratories: Energy & Climate: Renewables
 
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
Sandia National Laboratories: Energy & Climate: Renewables
 

More from Sandia National Laboratories: Energy & Climate: Renewables (20)

M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339rM4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
 
Sand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lacSand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lac
 
11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt
 
10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS
 
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
 
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
 
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
 
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
 
22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety
 
21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety
 
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
 
19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project
 
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
 
17 Salt Reconsolidation
17 Salt Reconsolidation17 Salt Reconsolidation
17 Salt Reconsolidation
 
16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)
 
15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project
 
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
 
13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...
 
12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data
 
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
 

Recently uploaded

Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
space technology lecture notes on satellite
space technology lecture notes on satellitespace technology lecture notes on satellite
space technology lecture notes on satellite
ongomchris
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
WENKENLI1
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
Jayaprasanna4
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Runway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptxRunway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptx
SupreethSP4
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
karthi keyan
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
zwunae
 

Recently uploaded (20)

Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
space technology lecture notes on satellite
space technology lecture notes on satellitespace technology lecture notes on satellite
space technology lecture notes on satellite
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
ethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.pptethical hacking-mobile hacking methods.ppt
ethical hacking-mobile hacking methods.ppt
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
Runway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptxRunway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptx
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
 

Sandia 2014 Wind Turbine Blade Workshop- Grife

  • 1. 2014 Blade Reliability Presentation Field Trials of Vortex Generators Sandia Blade Workshop Albuquerque, NM Ron Grife Manager, Turbine Performance and Reliability Aug 26-28, 2014
  • 2. 2014 Blade Reliabiltiy Presentation 2 Vortex Generators (VGs) The typical turbine blade is designed as a compromise between the ideal/theoretical airfoil shape and the structural efficiency of a practical rotor set. As a result, turbine blades can suffer from stall losses (especially around the root section) due to the detachment of air flow.
  • 3. 2014 Blade Reliabiltiy Presentation 3 Vortex Generators (VGs) Typical VG installations are applied to the root section of the blade, however, VGs can also be applied along the entire span of the blade to prevent stall for a variety of reasons KEY FACTS •Gains – production benefits from VGs are relatively small compared to typical power variations, validating gains is challenging •Preparation – design and placement is unique to every blade type; requires intensive studies to visualize air-flow attachment •Material - VGs may be made of metal or injection-molded plastic •Installation – requires detailed installation procedure, but can usually be done uptower via rope access, platforms, etc. In some cases VG installs combined with other blade improvement •Life - VGs are exposed to difficult environmental conditions and therefore need to be designed to be robust and maintenance- free EDPR has installed VGs on 500+ turbines in 2014, trials in progress for additional units in coming years
  • 4. 2014 Blade Reliabiltiy Presentation 4 Met Mast Reference (IEC style) •Two turbines near met in IEC conditions •One of the turbines gets VG’s installed •One turbine unmodified as a control •Data requirements similar/same as IEC •Relative production difference is VG gain No Met Mast (Long Term Production) •Various turbines selected at wind farm •Turbine production monitored for 12 months •Unmodified neighbor turbines provide reference •Very little filtering (attempting to get “actual” production effects) •Relative gain compared to unmodified neighbors is the VG effect Types of Gain Analysis
  • 5. 2014 Blade Reliabiltiy Presentation 5 Summary of VG Trials Turbine Trial Description Status Turbine Type 1 Trialed 2 Different VGs Initial Measurements Complete Turbine Type 2 Trialed 2 Different VGs + additional blade impr. Initial Measurements Complete Turbine Type 3 Trialed 3 Different VGs + additional blade impr. Measurements in Review Turbine Type 3 VGs in different positions in park: •Edge of array •waked positions •with control improvement Measurement period almost complete
  • 6. 2014 Blade Reliabiltiy Presentation 6 VG Gain Comparisons 0 1 2 Relative Production Gain Turbine Type Turbine Type 1 - VG Type 1 Turbine Type 1 - VG Type 2 Turbine Type 2 - VG Type 1 Turbine Type 2 - VG Type 2 Turbine Type 2 - VG Type 3 •Gains on Type 2 are generally higher •Spread in results between turbine types is similar •Analysis for type 3 not completed
  • 7. 2014 Blade Reliabiltiy Presentation 7 Environmental variation (Siting, TI, Shear, etc.) VGs change the blades sensitivity to changes in local angle of attack which are driven by TI, shear Configuration differences (pitch settings, blade condition) Small changes in blade settings and actual conditions could have a relatively large influence on the overall effect from VGs Anemometer impact (only issue if referencing WTG anemometer) The change in aerodynamics at the blade root affects the flow in the area near the nacelle where the anemometer is located Confounding Factors (Sources of variation)
  • 8. 2014 Blade Reliabiltiy Presentation 8 Anemometer Impacts Analysis: Wind sensor readings on trial turbines compared to control neighbor in IEC conditions before and after VGs were installed. Results: Conclusions: VGs may have an impact on wind sensors. Results not unexpected, although magnitudes don’t have clear correlation yet. Turbine Measured Impact Comments Turbine Type 1 No Clear Change Large “seasonal” variations in correlation without VGs. Turbine Type 2 Increase in Indicated WS Clear change in wind speeds across various VG types Turbine Type 3 [Apparent Increase in Indicated WS, still verifying] Initial indicators: Seasonal variations in baseline turbine, needs further study
  • 9. 2014 Blade Reliabiltiy Presentation 9 •VGs consistently produced positive gains in trials •Gains appear to have a consistent variation according to trial results •Gains appear to be larger on some turbine types •Anemometers were impacted on some of the turbines that were tested •Longer term trials showing that VGs have longevity to justify investment Conclusions