SlideShare a Scribd company logo
Advances in Wind Assessment Technology:
 Industry Pursuit of Higher Resource
           Measurements
Presentation Overview
• Wind Resource Assessment (WRA)
    o Common systems and practices
    o Drivers
    o Limitations
    o Advances
• Summary
WRA – Measurement systems and common
measurement practices

    • Lattice or tilt-up tubular
    • Existing comm towers
Why measure?
    • Reliable data loggers
    • Robust, about
Gather dataaccurate wind speed
the sensors with
    resource
       • Robust = durable
objective to sensor is both
       • Ideal reduce
uncertainty and durable
       accurate
(manage risk)
WRA – Measurement systems and common
measurement practices
 • More sensor heights and sensor redundancy
     o Maximize wind shear characteristics
     o Maximize wind rose coverage

 •Variety of sensors
     o Pairing of 3-cup anemometers, different brands
          o NRG #40C
          o P2546A WindSensor
          o IEC classification, calibration, cost
     o Vertical wind speed sensors more widely used
WRA – Measurement systems and common
measurement practices
 • Data loggers
     o 1-second sampling, 10 minute averaging =
     worldwide industry standard
     o Increase in data logger sensor capacity
          o More sensors require more channels

 • More automation
     o Data transfer from site automated through
     cellular or satellite communication services
WRA – Measurement systems and common
measurement practices
    TREND
    – More sensors and variety of sensors
Wind Resource Assessment - LIMITATIONS

   • Tower based measurements rarely located precisely
   where wind turbines are constructed
   • High error in hub height shear extrapolations
   • Higher, hub height met towers are expensive structures
   requiring concrete foundations
      o Cannot be moved once constructed
   • Anemometers are fixed or static – only measure a
   relatively small, fixed point in time
      o Not capable of measuring the complete area utilized by the
      wind turbine blades
WRA - LIMITATIONS
  • Wind turbine maximum blade tip height is not hub height
Wind Resource Assessment - DRIVERS
• Larger scale wind farms
• Larger scale wind turbines
    o 80m typical though advancing to higher towers some regions
• Higher finance requirements
    o We are entering the era of the $1B wind farm
• Lowering of acceptable measurement




                                                            $
uncertainty
    o Wind turbine manufacturers want to know
    more about the resource
        –Understand Potential for Significant Destruction
        (PSD)
        – Protect manufacturer reputation
        – Underwriters wind turbine warranty terms
        – Correct specification of wind turbine for wind
        regime
    o Wind farm developers and owners want to know more about the
    resource to improve their understanding of project risk
WRA - ADVANCES
 Remote sensing technologies and the wind industry
    o SODAR – SOund Detection And Ranging
    o LIDAR – LIght Detection And Ranging
WRA - ADVANCES
 Remote sensing technologies and the wind industry
    • Can be moved around easily
    • Are especially effective when used in combination with met
    towers (complimentary)
    • Can be set up and measuring within minutes
    • Measure to maximum blade tip height and beyond (200m+)
    • Are also useful AFTER the wind farm is constructed
         • Power performance verification
         • Operations – grid integration, forecasting
         • Wind turbine site suitability studies
    • Can be located close to met towers
    • LIDAR unaffected by precipitation events (rain, snow)
                    RS – Essential equipment
              for successful wind farm operations?
WRA - ADVANCES
 Other important incremental advances in tower-based
 measurements
    • More towers, more sensors
    • Increased use of sensor redundancy
    • Increased variety of sensors
         o Not all sensors measure the same
         o Increasing use of vertical wind sensors
    • Stricter attention to sensor mounting
    • Use of fixed and mobile towers AND remote sensing
                o Maximizes understanding of spatial variability without
                proportionally increasing cost
                o Known as ‘Fixed and Mobile Tower’-methodology (FMT) *
 * WindLogics, Haynes, Scott and Moon, Dennis, Understanding Wind Variability in Complex Terrain –
 Applying the Fixed and Mobile Tower (FMT) Technique – CanWEA 23rd Annual Conference, 10/2/2007.
SUMMARY
 EMERGING TRENDS IN WRA
    • TOWERS
        • More towers are better than less, especially in more
        complex terrain
           o Met towers are relatively low-cost
                 – Measure twice – cut once …
                 – “You can fix a gearbox, you cannot fix the wind”
         • Industry using higher met towers with more sensors
              o 60m is typical at early measurement stages
         • Higher wind turbines and much more attention to
         lowering overall measurement uncertainty
         • Stricter attention to sensor mounting and documentation
         • More sensors and more sensor variety
SUMMARY
 • Budget constrained projects can utilize FMT
     o Technique claims reduced cost without compromising
     study outcome
 • Using advanced WRA methodologies, such as RS, is in
 your best interest
     o Supports better financing and warranty terms
     o Improves confidence in profitability of the Project
About NRG Systems
                                                      • Manufacturing
                                                      plant located in
                                                      Hinesburg, VT USA

                                                      • 30+ years – wind
                                                      industry experience

                                                      • Worldwide logistical
                                                      capacity

                                                      • ‘Lean’
                                                      manufacturing
                                                      production

                                                      • Sustainable
                                                      business values and
                                                      commitment
NRG Systems manufacturing plant, Hinesburg, Vermont
Thank you

          Questions?
David Simkins
Strategic Business Development
NRG Systems, Inc.
davids@nrgsystems.com
802-482-2255
www.nrgsystems.com

More Related Content

What's hot

2014 Sandia Wind Turbine Blade Workshop- Maniaci
2014 Sandia Wind Turbine Blade Workshop- Maniaci2014 Sandia Wind Turbine Blade Workshop- Maniaci
2014 Sandia Wind Turbine Blade Workshop- Maniaci
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
 
SWiFT_factsheet_SAND2016-3428M
SWiFT_factsheet_SAND2016-3428MSWiFT_factsheet_SAND2016-3428M
SWiFT_factsheet_SAND2016-3428M
Nicole Lundberg
 
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
 
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
 
Sandia 2014 Wind Turbine Blade Workshop- Zayas
Sandia 2014 Wind Turbine Blade Workshop- ZayasSandia 2014 Wind Turbine Blade Workshop- Zayas
Sandia 2014 Wind Turbine Blade Workshop- Zayas
Sandia National Laboratories: Energy & Climate: Renewables
 
Sandia 2014 Wind Turbine Blade Workshop- Grife
Sandia 2014 Wind Turbine Blade Workshop- GrifeSandia 2014 Wind Turbine Blade Workshop- Grife
Sandia 2014 Wind Turbine Blade Workshop- Grife
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
 
S4 oman wind energy the technology 2016
S4 oman wind energy the technology 2016S4 oman wind energy the technology 2016
S4 oman wind energy the technology 2016
CETN
 
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
 
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
 
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade) 2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
Sandia National Laboratories: Energy & Climate: Renewables
 
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
Sandia National Laboratories: Energy & Climate: Renewables
 
Lightning Protection: Securing Higher Reliability and Meeting the New Standards
Lightning Protection: Securing Higher Reliability and Meeting the New StandardsLightning Protection: Securing Higher Reliability and Meeting the New Standards
Lightning Protection: Securing Higher Reliability and Meeting the New Standards
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
 
WFS Houston Demo Day 15 February 2017
WFS Houston Demo Day 15 February 2017WFS Houston Demo Day 15 February 2017
WFS Houston Demo Day 15 February 2017
John Gibbs
 
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
 
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- Malkin
Sandia 2014 Wind Turbine Blade Workshop- MalkinSandia 2014 Wind Turbine Blade Workshop- Malkin
Sandia 2014 Wind Turbine Blade Workshop- Malkin
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
 

What's hot (20)

2014 Sandia Wind Turbine Blade Workshop- Maniaci
2014 Sandia Wind Turbine Blade Workshop- Maniaci2014 Sandia Wind Turbine Blade Workshop- Maniaci
2014 Sandia Wind Turbine Blade Workshop- Maniaci
 
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...
 
SWiFT_factsheet_SAND2016-3428M
SWiFT_factsheet_SAND2016-3428MSWiFT_factsheet_SAND2016-3428M
SWiFT_factsheet_SAND2016-3428M
 
Christopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed DesignChristopher Kelley - National Rotor Testbed Design
Christopher Kelley - National Rotor Testbed Design
 
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 2014 Wind Turbine Blade Workshop- Zayas
Sandia 2014 Wind Turbine Blade Workshop- ZayasSandia 2014 Wind Turbine Blade Workshop- Zayas
Sandia 2014 Wind Turbine Blade Workshop- Zayas
 
Sandia 2014 Wind Turbine Blade Workshop- Grife
Sandia 2014 Wind Turbine Blade Workshop- GrifeSandia 2014 Wind Turbine Blade Workshop- Grife
Sandia 2014 Wind Turbine Blade Workshop- Grife
 
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
 
S4 oman wind energy the technology 2016
S4 oman wind energy the technology 2016S4 oman wind energy the technology 2016
S4 oman wind energy the technology 2016
 
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
 
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
 
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade) 2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
2014 Sandia Wind Turbine Blade Workshop- Griffith (100-meter blade)
 
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
John Schroeder - the Impact of Atmospheric Stability on Wind Structure and Tu...
 
Lightning Protection: Securing Higher Reliability and Meeting the New Standards
Lightning Protection: Securing Higher Reliability and Meeting the New StandardsLightning Protection: Securing Higher Reliability and Meeting the New Standards
Lightning Protection: Securing Higher Reliability and Meeting the New Standards
 
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...
 
WFS Houston Demo Day 15 February 2017
WFS Houston Demo Day 15 February 2017WFS Houston Demo Day 15 February 2017
WFS Houston Demo Day 15 February 2017
 
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...
 
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- Malkin
Sandia 2014 Wind Turbine Blade Workshop- MalkinSandia 2014 Wind Turbine Blade Workshop- Malkin
Sandia 2014 Wind Turbine Blade Workshop- Malkin
 
2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal2014 Wind Turbine Blade Workshop- Westphal
2014 Wind Turbine Blade Workshop- Westphal
 

Viewers also liked

Wind energy II. Lesson 2. Wind speed measurement
Wind energy II. Lesson 2. Wind speed measurementWind energy II. Lesson 2. Wind speed measurement
Wind energy II. Lesson 2. Wind speed measurement
Tuong Do
 
Wind Resource Assessment
Wind Resource AssessmentWind Resource Assessment
Wind Resource Assessment
mtingle
 
What is alternative energy
What is alternative energyWhat is alternative energy
What is alternative energy
Ken Glen
 
Wind energy I. Lesson 3. Wind field characterization
Wind energy I. Lesson 3. Wind field characterizationWind energy I. Lesson 3. Wind field characterization
Wind energy I. Lesson 3. Wind field characterization
Tuong Do
 
Alternative Energy for Permaculturists. Choosing the right alternative energy...
Alternative Energy for Permaculturists. Choosing the right alternative energy...Alternative Energy for Permaculturists. Choosing the right alternative energy...
Alternative Energy for Permaculturists. Choosing the right alternative energy...
DiegoFooter
 
Wind energy I. Lesson 6. Wind turbines in general P2
Wind energy I. Lesson 6. Wind turbines in general P2Wind energy I. Lesson 6. Wind turbines in general P2
Wind energy I. Lesson 6. Wind turbines in general P2
Tuong Do
 
Rhode Island Wind Power Resource Assessment
Rhode Island Wind Power Resource AssessmentRhode Island Wind Power Resource Assessment
Rhode Island Wind Power Resource Assessment
riseagrant
 
Wind energy I. Lesson 7. Wind blade interaction
Wind energy I. Lesson 7. Wind blade interactionWind energy I. Lesson 7. Wind blade interaction
Wind energy I. Lesson 7. Wind blade interaction
Tuong Do
 
Computational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine bladesComputational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine blades
Sarath Pagadala
 
Lecture 1
Lecture 1Lecture 1
Lecture 1
Forward2025
 
Wind energy I. Lesson 4. Wind power
Wind energy I. Lesson 4. Wind powerWind energy I. Lesson 4. Wind power
Wind energy I. Lesson 4. Wind power
Tuong Do
 
Wind energy I. Lesson 8. Power losses at rotor blade
Wind energy I. Lesson 8. Power losses at rotor bladeWind energy I. Lesson 8. Power losses at rotor blade
Wind energy I. Lesson 8. Power losses at rotor blade
Tuong Do
 
Wind energy I. Lesson 9. Control strategies
Wind energy I. Lesson 9. Control strategiesWind energy I. Lesson 9. Control strategies
Wind energy I. Lesson 9. Control strategies
Tuong Do
 
Si presentation
Si presentationSi presentation
Si presentation
Lakshmi Sundareshwaran
 
Wind energy I. Lesson 1. Introduction
Wind energy I. Lesson 1. IntroductionWind energy I. Lesson 1. Introduction
Wind energy I. Lesson 1. Introduction
Tuong Do
 
Wind Energy Lecture slides
Wind Energy Lecture slidesWind Energy Lecture slides
Wind Energy Lecture slides
Keith Vaugh
 
Lecture 6
Lecture 6Lecture 6
Lecture 6
Forward2025
 
Measurement of speed of wind
Measurement of speed of windMeasurement of speed of wind
Measurement of speed of wind
Pooja Dubey
 
Horizontal Axis Wind Turbine
Horizontal Axis Wind TurbineHorizontal Axis Wind Turbine
Horizontal Axis Wind Turbine
Sameer Kasba
 
Lidar
LidarLidar

Viewers also liked (20)

Wind energy II. Lesson 2. Wind speed measurement
Wind energy II. Lesson 2. Wind speed measurementWind energy II. Lesson 2. Wind speed measurement
Wind energy II. Lesson 2. Wind speed measurement
 
Wind Resource Assessment
Wind Resource AssessmentWind Resource Assessment
Wind Resource Assessment
 
What is alternative energy
What is alternative energyWhat is alternative energy
What is alternative energy
 
Wind energy I. Lesson 3. Wind field characterization
Wind energy I. Lesson 3. Wind field characterizationWind energy I. Lesson 3. Wind field characterization
Wind energy I. Lesson 3. Wind field characterization
 
Alternative Energy for Permaculturists. Choosing the right alternative energy...
Alternative Energy for Permaculturists. Choosing the right alternative energy...Alternative Energy for Permaculturists. Choosing the right alternative energy...
Alternative Energy for Permaculturists. Choosing the right alternative energy...
 
Wind energy I. Lesson 6. Wind turbines in general P2
Wind energy I. Lesson 6. Wind turbines in general P2Wind energy I. Lesson 6. Wind turbines in general P2
Wind energy I. Lesson 6. Wind turbines in general P2
 
Rhode Island Wind Power Resource Assessment
Rhode Island Wind Power Resource AssessmentRhode Island Wind Power Resource Assessment
Rhode Island Wind Power Resource Assessment
 
Wind energy I. Lesson 7. Wind blade interaction
Wind energy I. Lesson 7. Wind blade interactionWind energy I. Lesson 7. Wind blade interaction
Wind energy I. Lesson 7. Wind blade interaction
 
Computational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine bladesComputational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine blades
 
Lecture 1
Lecture 1Lecture 1
Lecture 1
 
Wind energy I. Lesson 4. Wind power
Wind energy I. Lesson 4. Wind powerWind energy I. Lesson 4. Wind power
Wind energy I. Lesson 4. Wind power
 
Wind energy I. Lesson 8. Power losses at rotor blade
Wind energy I. Lesson 8. Power losses at rotor bladeWind energy I. Lesson 8. Power losses at rotor blade
Wind energy I. Lesson 8. Power losses at rotor blade
 
Wind energy I. Lesson 9. Control strategies
Wind energy I. Lesson 9. Control strategiesWind energy I. Lesson 9. Control strategies
Wind energy I. Lesson 9. Control strategies
 
Si presentation
Si presentationSi presentation
Si presentation
 
Wind energy I. Lesson 1. Introduction
Wind energy I. Lesson 1. IntroductionWind energy I. Lesson 1. Introduction
Wind energy I. Lesson 1. Introduction
 
Wind Energy Lecture slides
Wind Energy Lecture slidesWind Energy Lecture slides
Wind Energy Lecture slides
 
Lecture 6
Lecture 6Lecture 6
Lecture 6
 
Measurement of speed of wind
Measurement of speed of windMeasurement of speed of wind
Measurement of speed of wind
 
Horizontal Axis Wind Turbine
Horizontal Axis Wind TurbineHorizontal Axis Wind Turbine
Horizontal Axis Wind Turbine
 
Lidar
LidarLidar
Lidar
 

Similar to Advances in Wind Assessment Technology: Industry Pursuit of Higher Resource Measurements

Derrick alan
Derrick alanDerrick alan
Derrick alan
Winterwind
 
Wireless presentation
Wireless presentationWireless presentation
Wireless presentation
KATTUBOYINA SUNEEL
 
Wireless Water Monitoring System
Wireless Water Monitoring SystemWireless Water Monitoring System
Wireless Water Monitoring System
Praveen Sharma
 
Presentation_Laser Tracker Overview
Presentation_Laser Tracker OverviewPresentation_Laser Tracker Overview
Presentation_Laser Tracker Overview
Michael Fisher
 
Transformation From Today To Tomorrow - Market and Product Strategy 2018
Transformation From Today To Tomorrow - Market and Product Strategy 2018Transformation From Today To Tomorrow - Market and Product Strategy 2018
Transformation From Today To Tomorrow - Market and Product Strategy 2018
Jiunn-Jer Sun
 
19X01A0413.SEMIAR.pdf
19X01A0413.SEMIAR.pdf19X01A0413.SEMIAR.pdf
19X01A0413.SEMIAR.pdf
gowravnagula
 
Sunsight Antenna Alignment intro
Sunsight Antenna Alignment introSunsight Antenna Alignment intro
Sunsight Antenna Alignment intro
John Vetter
 
NDT TESTING
NDT  TESTINGNDT  TESTING
NDT TESTING
Arjun Pachauri
 
Amberg Rail
Amberg RailAmberg Rail
Amberg Rail
proudafrique
 
Tried and Tested Best Practices for the Implementation of LTE
Tried and Tested Best Practices for the Implementation of LTETried and Tested Best Practices for the Implementation of LTE
Tried and Tested Best Practices for the Implementation of LTE
BSP Media Group
 
Newsco International Energy Services Inc -Services
Newsco International Energy Services Inc  -ServicesNewsco International Energy Services Inc  -Services
Newsco International Energy Services Inc -Services
amar65gupta
 
Kenergy Infrapresentation(Aravind Format) (1)
Kenergy Infrapresentation(Aravind Format) (1)Kenergy Infrapresentation(Aravind Format) (1)
Kenergy Infrapresentation(Aravind Format) (1)
anjumehrotra
 
Innovations for Asset Integrity Management
Innovations for Asset Integrity ManagementInnovations for Asset Integrity Management
Innovations for Asset Integrity Management
SGS
 
Tranzeo%20 %20 Wireless%20 Isp%20 Primer
Tranzeo%20 %20 Wireless%20 Isp%20 PrimerTranzeo%20 %20 Wireless%20 Isp%20 Primer
Tranzeo%20 %20 Wireless%20 Isp%20 Primer
Shahab Shahid
 
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
John Dirkman, PE
 
Food Talkline Gas & Steam measurement
Food Talkline Gas & Steam measurementFood Talkline Gas & Steam measurement
Food Talkline Gas & Steam measurement
ola wesstrom
 
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentationASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
Gordon Henrich
 
04-DESIGN AND LAYOUT OF WIND FARM.pdf
04-DESIGN AND LAYOUT OF WIND FARM.pdf04-DESIGN AND LAYOUT OF WIND FARM.pdf
04-DESIGN AND LAYOUT OF WIND FARM.pdf
PrakashBadal9
 
Gensol - EPC Services
Gensol - EPC ServicesGensol - EPC Services
Gensol - EPC Services
Gensol Engineering Limited
 
ZephIR 300
ZephIR 300ZephIR 300
ZephIR 300
jerndt
 

Similar to Advances in Wind Assessment Technology: Industry Pursuit of Higher Resource Measurements (20)

Derrick alan
Derrick alanDerrick alan
Derrick alan
 
Wireless presentation
Wireless presentationWireless presentation
Wireless presentation
 
Wireless Water Monitoring System
Wireless Water Monitoring SystemWireless Water Monitoring System
Wireless Water Monitoring System
 
Presentation_Laser Tracker Overview
Presentation_Laser Tracker OverviewPresentation_Laser Tracker Overview
Presentation_Laser Tracker Overview
 
Transformation From Today To Tomorrow - Market and Product Strategy 2018
Transformation From Today To Tomorrow - Market and Product Strategy 2018Transformation From Today To Tomorrow - Market and Product Strategy 2018
Transformation From Today To Tomorrow - Market and Product Strategy 2018
 
19X01A0413.SEMIAR.pdf
19X01A0413.SEMIAR.pdf19X01A0413.SEMIAR.pdf
19X01A0413.SEMIAR.pdf
 
Sunsight Antenna Alignment intro
Sunsight Antenna Alignment introSunsight Antenna Alignment intro
Sunsight Antenna Alignment intro
 
NDT TESTING
NDT  TESTINGNDT  TESTING
NDT TESTING
 
Amberg Rail
Amberg RailAmberg Rail
Amberg Rail
 
Tried and Tested Best Practices for the Implementation of LTE
Tried and Tested Best Practices for the Implementation of LTETried and Tested Best Practices for the Implementation of LTE
Tried and Tested Best Practices for the Implementation of LTE
 
Newsco International Energy Services Inc -Services
Newsco International Energy Services Inc  -ServicesNewsco International Energy Services Inc  -Services
Newsco International Energy Services Inc -Services
 
Kenergy Infrapresentation(Aravind Format) (1)
Kenergy Infrapresentation(Aravind Format) (1)Kenergy Infrapresentation(Aravind Format) (1)
Kenergy Infrapresentation(Aravind Format) (1)
 
Innovations for Asset Integrity Management
Innovations for Asset Integrity ManagementInnovations for Asset Integrity Management
Innovations for Asset Integrity Management
 
Tranzeo%20 %20 Wireless%20 Isp%20 Primer
Tranzeo%20 %20 Wireless%20 Isp%20 PrimerTranzeo%20 %20 Wireless%20 Isp%20 Primer
Tranzeo%20 %20 Wireless%20 Isp%20 Primer
 
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
 
Food Talkline Gas & Steam measurement
Food Talkline Gas & Steam measurementFood Talkline Gas & Steam measurement
Food Talkline Gas & Steam measurement
 
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentationASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
ASCE Pipelines 2017 MTA Pipe-Inspector paper presentation
 
04-DESIGN AND LAYOUT OF WIND FARM.pdf
04-DESIGN AND LAYOUT OF WIND FARM.pdf04-DESIGN AND LAYOUT OF WIND FARM.pdf
04-DESIGN AND LAYOUT OF WIND FARM.pdf
 
Gensol - EPC Services
Gensol - EPC ServicesGensol - EPC Services
Gensol - EPC Services
 
ZephIR 300
ZephIR 300ZephIR 300
ZephIR 300
 

More from Renewable NRG Systems

PHM Application for Utility-scale Wind Turbines
PHM Application for Utility-scale Wind TurbinesPHM Application for Utility-scale Wind Turbines
PHM Application for Utility-scale Wind Turbines
Renewable NRG Systems
 
Condition Monitoring Architecture To Reduce Total Cost of Ownership
Condition Monitoring Architecture To Reduce Total Cost of OwnershipCondition Monitoring Architecture To Reduce Total Cost of Ownership
Condition Monitoring Architecture To Reduce Total Cost of Ownership
Renewable NRG Systems
 
Wind Measurement Strategies to Optimize Lidar Return on Investment
Wind Measurement Strategies to Optimize Lidar Return on InvestmentWind Measurement Strategies to Optimize Lidar Return on Investment
Wind Measurement Strategies to Optimize Lidar Return on Investment
Renewable NRG Systems
 
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
Renewable NRG Systems
 
Steve Sawyer GWEC at NRGsystems: Global Wind Update
Steve Sawyer GWEC at NRGsystems: Global Wind UpdateSteve Sawyer GWEC at NRGsystems: Global Wind Update
Steve Sawyer GWEC at NRGsystems: Global Wind Update
Renewable NRG Systems
 
Solar Resource Assessment System
Solar Resource Assessment SystemSolar Resource Assessment System
Solar Resource Assessment System
Renewable NRG Systems
 
Export Opportunities for the US Wind Industry
Export Opportunities for the US Wind IndustryExport Opportunities for the US Wind Industry
Export Opportunities for the US Wind Industry
Renewable NRG Systems
 
80m XHD Webinar Slides
80m XHD Webinar Slides80m XHD Webinar Slides
80m XHD Webinar Slides
Renewable NRG Systems
 

More from Renewable NRG Systems (8)

PHM Application for Utility-scale Wind Turbines
PHM Application for Utility-scale Wind TurbinesPHM Application for Utility-scale Wind Turbines
PHM Application for Utility-scale Wind Turbines
 
Condition Monitoring Architecture To Reduce Total Cost of Ownership
Condition Monitoring Architecture To Reduce Total Cost of OwnershipCondition Monitoring Architecture To Reduce Total Cost of Ownership
Condition Monitoring Architecture To Reduce Total Cost of Ownership
 
Wind Measurement Strategies to Optimize Lidar Return on Investment
Wind Measurement Strategies to Optimize Lidar Return on InvestmentWind Measurement Strategies to Optimize Lidar Return on Investment
Wind Measurement Strategies to Optimize Lidar Return on Investment
 
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
Bias and Uncertainty of a Lidar Measurement in a Complex Terrain: CanWEA 2011
 
Steve Sawyer GWEC at NRGsystems: Global Wind Update
Steve Sawyer GWEC at NRGsystems: Global Wind UpdateSteve Sawyer GWEC at NRGsystems: Global Wind Update
Steve Sawyer GWEC at NRGsystems: Global Wind Update
 
Solar Resource Assessment System
Solar Resource Assessment SystemSolar Resource Assessment System
Solar Resource Assessment System
 
Export Opportunities for the US Wind Industry
Export Opportunities for the US Wind IndustryExport Opportunities for the US Wind Industry
Export Opportunities for the US Wind Industry
 
80m XHD Webinar Slides
80m XHD Webinar Slides80m XHD Webinar Slides
80m XHD Webinar Slides
 

Recently uploaded

Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...
Zilliz
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
Zilliz
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
Ana-Maria Mihalceanu
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
Matthew Sinclair
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Albert Hoitingh
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
DianaGray10
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
Octavian Nadolu
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
Edge AI and Vision Alliance
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 
Data structures and Algorithms in Python.pdf
Data structures and Algorithms in Python.pdfData structures and Algorithms in Python.pdf
Data structures and Algorithms in Python.pdf
TIPNGVN2
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
Neo4j
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
Kumud Singh
 

Recently uploaded (20)

Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...Building RAG with self-deployed Milvus vector database and Snowpark Container...
Building RAG with self-deployed Milvus vector database and Snowpark Container...
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
Introducing Milvus Lite: Easy-to-Install, Easy-to-Use vector database for you...
 
Monitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR EventsMonitoring Java Application Security with JDK Tools and JFR Events
Monitoring Java Application Security with JDK Tools and JFR Events
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 
Data structures and Algorithms in Python.pdf
Data structures and Algorithms in Python.pdfData structures and Algorithms in Python.pdf
Data structures and Algorithms in Python.pdf
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
 

Advances in Wind Assessment Technology: Industry Pursuit of Higher Resource Measurements

  • 1. Advances in Wind Assessment Technology: Industry Pursuit of Higher Resource Measurements
  • 2. Presentation Overview • Wind Resource Assessment (WRA) o Common systems and practices o Drivers o Limitations o Advances • Summary
  • 3. WRA – Measurement systems and common measurement practices • Lattice or tilt-up tubular • Existing comm towers Why measure? • Reliable data loggers • Robust, about Gather dataaccurate wind speed the sensors with resource • Robust = durable objective to sensor is both • Ideal reduce uncertainty and durable accurate (manage risk)
  • 4. WRA – Measurement systems and common measurement practices • More sensor heights and sensor redundancy o Maximize wind shear characteristics o Maximize wind rose coverage •Variety of sensors o Pairing of 3-cup anemometers, different brands o NRG #40C o P2546A WindSensor o IEC classification, calibration, cost o Vertical wind speed sensors more widely used
  • 5. WRA – Measurement systems and common measurement practices • Data loggers o 1-second sampling, 10 minute averaging = worldwide industry standard o Increase in data logger sensor capacity o More sensors require more channels • More automation o Data transfer from site automated through cellular or satellite communication services
  • 6. WRA – Measurement systems and common measurement practices TREND – More sensors and variety of sensors
  • 7. Wind Resource Assessment - LIMITATIONS • Tower based measurements rarely located precisely where wind turbines are constructed • High error in hub height shear extrapolations • Higher, hub height met towers are expensive structures requiring concrete foundations o Cannot be moved once constructed • Anemometers are fixed or static – only measure a relatively small, fixed point in time o Not capable of measuring the complete area utilized by the wind turbine blades
  • 8. WRA - LIMITATIONS • Wind turbine maximum blade tip height is not hub height
  • 9. Wind Resource Assessment - DRIVERS • Larger scale wind farms • Larger scale wind turbines o 80m typical though advancing to higher towers some regions • Higher finance requirements o We are entering the era of the $1B wind farm • Lowering of acceptable measurement $ uncertainty o Wind turbine manufacturers want to know more about the resource –Understand Potential for Significant Destruction (PSD) – Protect manufacturer reputation – Underwriters wind turbine warranty terms – Correct specification of wind turbine for wind regime o Wind farm developers and owners want to know more about the resource to improve their understanding of project risk
  • 10. WRA - ADVANCES Remote sensing technologies and the wind industry o SODAR – SOund Detection And Ranging o LIDAR – LIght Detection And Ranging
  • 11. WRA - ADVANCES Remote sensing technologies and the wind industry • Can be moved around easily • Are especially effective when used in combination with met towers (complimentary) • Can be set up and measuring within minutes • Measure to maximum blade tip height and beyond (200m+) • Are also useful AFTER the wind farm is constructed • Power performance verification • Operations – grid integration, forecasting • Wind turbine site suitability studies • Can be located close to met towers • LIDAR unaffected by precipitation events (rain, snow) RS – Essential equipment for successful wind farm operations?
  • 12. WRA - ADVANCES Other important incremental advances in tower-based measurements • More towers, more sensors • Increased use of sensor redundancy • Increased variety of sensors o Not all sensors measure the same o Increasing use of vertical wind sensors • Stricter attention to sensor mounting • Use of fixed and mobile towers AND remote sensing o Maximizes understanding of spatial variability without proportionally increasing cost o Known as ‘Fixed and Mobile Tower’-methodology (FMT) * * WindLogics, Haynes, Scott and Moon, Dennis, Understanding Wind Variability in Complex Terrain – Applying the Fixed and Mobile Tower (FMT) Technique – CanWEA 23rd Annual Conference, 10/2/2007.
  • 13. SUMMARY EMERGING TRENDS IN WRA • TOWERS • More towers are better than less, especially in more complex terrain o Met towers are relatively low-cost – Measure twice – cut once … – “You can fix a gearbox, you cannot fix the wind” • Industry using higher met towers with more sensors o 60m is typical at early measurement stages • Higher wind turbines and much more attention to lowering overall measurement uncertainty • Stricter attention to sensor mounting and documentation • More sensors and more sensor variety
  • 14. SUMMARY • Budget constrained projects can utilize FMT o Technique claims reduced cost without compromising study outcome • Using advanced WRA methodologies, such as RS, is in your best interest o Supports better financing and warranty terms o Improves confidence in profitability of the Project
  • 15. About NRG Systems • Manufacturing plant located in Hinesburg, VT USA • 30+ years – wind industry experience • Worldwide logistical capacity • ‘Lean’ manufacturing production • Sustainable business values and commitment NRG Systems manufacturing plant, Hinesburg, Vermont
  • 16. Thank you Questions? David Simkins Strategic Business Development NRG Systems, Inc. davids@nrgsystems.com 802-482-2255 www.nrgsystems.com