SlideShare a Scribd company logo
Wind Atlas
  Arno J. Brand




                  www.ecn.nl
Wind Atlas


     Approach

         Numerical wind atlas method

         Atmospheric model data from HiRLAM

         Validation on basis of measured data




2   16 March 2011
Wind Atlas


     First step

      Mean wind speed tables
      in NEEZ




3   16 March 2011
Wind Atlas
                                                     56


     Second step
                                                     55


      Wind resource tables
      in select locations




                             Latitude N orth [deg]
                                                     54




                                                     53




                                                     52




                                                     51
                                                          2    3        4          5      6
                                                                   Longitude East [deg]




4   16 March 2011
Wind Atlas


     Third step

      Time series and distributions
      in any location
      in indicated domain

      June 2001 - Present




5   16 March 2011
Wind Atlas


     The experience

         Wind resource assessment

         Studies on variability of wind energy

         Studies on correlation wind power - energy price




6   16 March 2011
Wind Atlas


     Offshore wind atlas

                       Maps
                       Spreadsheets




     Wind time series

                       June 2001 - present
                       Per grid connection




7   16 March 2011
Wind Atlas


     Contact

      Arno J. Brand
      ECN Wind Energy
      Wind turbine rotor and Wind farm Aerodynamics

      M: P.O. Box 1, NL 1755 ZG Petten, Netherlands
      E: brand@ecn.nl
      T: +31 224 56 4775
      F: +31 224 56 8214
      I: nl.linkedin.com/in/arnobrand




8   16 March 2011

More Related Content

What's hot

Spcs01a
Spcs01aSpcs01a
Spcs01a
Rick McKinnon
 
3D Watershed Celebes
3D Watershed Celebes3D Watershed Celebes
3D Watershed Celebes
Hartanto Sanjaya
 
Spatial interpolation techniques
Spatial interpolation techniquesSpatial interpolation techniques
Spatial interpolation techniques
Manisha Shrivastava
 
3D Analyst - Watershed
3D Analyst - Watershed3D Analyst - Watershed
3D Analyst - Watershed
Hartanto Sanjaya
 
Interpolation techniques in ArcGIS
Interpolation techniques in ArcGISInterpolation techniques in ArcGIS
Interpolation techniques in ArcGIS
Harsha Chamara
 
3D Analyst - Watershed, Tomohon
3D Analyst - Watershed, Tomohon3D Analyst - Watershed, Tomohon
3D Analyst - Watershed, Tomohon
Hartanto Sanjaya
 
3D Analyst - Cut and Fill
3D Analyst - Cut and Fill3D Analyst - Cut and Fill
3D Analyst - Cut and Fill
Hartanto Sanjaya
 
Large Scale Tag Recommendation Using Different Image Representations
Large Scale Tag Recommendation Using Different Image RepresentationsLarge Scale Tag Recommendation Using Different Image Representations
Large Scale Tag Recommendation Using Different Image Representations
Rabeeh Abbasi
 
Interpolation
InterpolationInterpolation
Interpolation
seidmmd
 
3D Analyst - Watershed from SRTM
3D Analyst - Watershed from SRTM3D Analyst - Watershed from SRTM
3D Analyst - Watershed from SRTM
Hartanto Sanjaya
 
3D Analyst - Watershed, Padang
3D Analyst - Watershed, Padang3D Analyst - Watershed, Padang
3D Analyst - Watershed, Padang
Hartanto Sanjaya
 
Remote Sensing: Interppolation
Remote Sensing: InterppolationRemote Sensing: Interppolation
Remote Sensing: Interppolation
Kamlesh Kumar
 
Tutorialinterpolationam en
Tutorialinterpolationam enTutorialinterpolationam en
Tutorialinterpolationam en
itour21
 
period 5 group 6
period 5 group 6period 5 group 6
period 5 group 6
wmasd
 
Sales Data Forecasting for Airline
Sales Data Forecasting for AirlineSales Data Forecasting for Airline
Sales Data Forecasting for Airline
Anurag Shandilya
 
Sales forecasting of an airline company using time series analysis (1) (1)
Sales forecasting of an airline company using time series analysis (1) (1)Sales forecasting of an airline company using time series analysis (1) (1)
Sales forecasting of an airline company using time series analysis (1) (1)
Ashish Ranjan
 
Comparison of CESAR energy simulation results with real data and a private co...
Comparison of CESAR energy simulation results with real data and a private co...Comparison of CESAR energy simulation results with real data and a private co...
Comparison of CESAR energy simulation results with real data and a private co...
Andrea Silvagni
 
Watershed Delineation Using ArcMap
Watershed Delineation Using ArcMapWatershed Delineation Using ArcMap
Watershed Delineation Using ArcMap
Arthur Green
 
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
Deltares
 
Modelling natural hazards in gvSIG with the HortonMachine plugins
Modelling natural hazards in gvSIG with the HortonMachine pluginsModelling natural hazards in gvSIG with the HortonMachine plugins
Modelling natural hazards in gvSIG with the HortonMachine plugins
Andrea Antonello
 

What's hot (20)

Spcs01a
Spcs01aSpcs01a
Spcs01a
 
3D Watershed Celebes
3D Watershed Celebes3D Watershed Celebes
3D Watershed Celebes
 
Spatial interpolation techniques
Spatial interpolation techniquesSpatial interpolation techniques
Spatial interpolation techniques
 
3D Analyst - Watershed
3D Analyst - Watershed3D Analyst - Watershed
3D Analyst - Watershed
 
Interpolation techniques in ArcGIS
Interpolation techniques in ArcGISInterpolation techniques in ArcGIS
Interpolation techniques in ArcGIS
 
3D Analyst - Watershed, Tomohon
3D Analyst - Watershed, Tomohon3D Analyst - Watershed, Tomohon
3D Analyst - Watershed, Tomohon
 
3D Analyst - Cut and Fill
3D Analyst - Cut and Fill3D Analyst - Cut and Fill
3D Analyst - Cut and Fill
 
Large Scale Tag Recommendation Using Different Image Representations
Large Scale Tag Recommendation Using Different Image RepresentationsLarge Scale Tag Recommendation Using Different Image Representations
Large Scale Tag Recommendation Using Different Image Representations
 
Interpolation
InterpolationInterpolation
Interpolation
 
3D Analyst - Watershed from SRTM
3D Analyst - Watershed from SRTM3D Analyst - Watershed from SRTM
3D Analyst - Watershed from SRTM
 
3D Analyst - Watershed, Padang
3D Analyst - Watershed, Padang3D Analyst - Watershed, Padang
3D Analyst - Watershed, Padang
 
Remote Sensing: Interppolation
Remote Sensing: InterppolationRemote Sensing: Interppolation
Remote Sensing: Interppolation
 
Tutorialinterpolationam en
Tutorialinterpolationam enTutorialinterpolationam en
Tutorialinterpolationam en
 
period 5 group 6
period 5 group 6period 5 group 6
period 5 group 6
 
Sales Data Forecasting for Airline
Sales Data Forecasting for AirlineSales Data Forecasting for Airline
Sales Data Forecasting for Airline
 
Sales forecasting of an airline company using time series analysis (1) (1)
Sales forecasting of an airline company using time series analysis (1) (1)Sales forecasting of an airline company using time series analysis (1) (1)
Sales forecasting of an airline company using time series analysis (1) (1)
 
Comparison of CESAR energy simulation results with real data and a private co...
Comparison of CESAR energy simulation results with real data and a private co...Comparison of CESAR energy simulation results with real data and a private co...
Comparison of CESAR energy simulation results with real data and a private co...
 
Watershed Delineation Using ArcMap
Watershed Delineation Using ArcMapWatershed Delineation Using ArcMap
Watershed Delineation Using ArcMap
 
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
DSD-INT 2018 Improvement of hazard and damage estimations from tropical cyclo...
 
Modelling natural hazards in gvSIG with the HortonMachine plugins
Modelling natural hazards in gvSIG with the HortonMachine pluginsModelling natural hazards in gvSIG with the HortonMachine plugins
Modelling natural hazards in gvSIG with the HortonMachine plugins
 

Ecn Ewis2 Wind Atlas Final07mrt2011

  • 1. Wind Atlas Arno J. Brand www.ecn.nl
  • 2. Wind Atlas Approach  Numerical wind atlas method  Atmospheric model data from HiRLAM  Validation on basis of measured data 2 16 March 2011
  • 3. Wind Atlas First step Mean wind speed tables in NEEZ 3 16 March 2011
  • 4. Wind Atlas 56 Second step 55 Wind resource tables in select locations Latitude N orth [deg] 54 53 52 51 2 3 4 5 6 Longitude East [deg] 4 16 March 2011
  • 5. Wind Atlas Third step Time series and distributions in any location in indicated domain June 2001 - Present 5 16 March 2011
  • 6. Wind Atlas The experience  Wind resource assessment  Studies on variability of wind energy  Studies on correlation wind power - energy price 6 16 March 2011
  • 7. Wind Atlas Offshore wind atlas  Maps  Spreadsheets Wind time series  June 2001 - present  Per grid connection 7 16 March 2011
  • 8. Wind Atlas Contact Arno J. Brand ECN Wind Energy Wind turbine rotor and Wind farm Aerodynamics M: P.O. Box 1, NL 1755 ZG Petten, Netherlands E: brand@ecn.nl T: +31 224 56 4775 F: +31 224 56 8214 I: nl.linkedin.com/in/arnobrand 8 16 March 2011