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Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel Gammidge (AMEC Wind) J.L. Palma, F.A. Castro (CEsA-FEUP)

Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

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Page 1: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm

Presenter: Oisin BRADY (VENTEC)

Contributors:

Anabel Gammidge (AMEC Wind)

J.L. Palma, F.A. Castro (CEsA-FEUP)

Page 2: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Summary

• Who are we• Overview of VENTOS• The site• Method• Results• Conclusions

Page 3: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Who we are

• VENTEC-THALES– wind resource consultancy– Specialisation in complex terrain– Analysis of operational projects

• AMEC Wind Energy– UK-based developer, subsidiary of AMEC plc.– 42 MW installed– 1500 MW under development

• CEsA (CENTRE FOR WIND ENERGY AND ATMOSPHERIC FLOWS )– Porto University Engineering department– Developed VENTOS code since 1992– Ongoing research

Stand 149d

Page 4: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Overview of VENTOS

• CFD code– Terrain following grid– Fixed-constant k-e turbulence model

• Canopy extension to boundary layer treatment

– Based on work by Svensson and Haagkvist• Modification of k-e turbulence equations• Models momentum sink and added turbulence

– Developed in collaboration with RES

– Validation• Excellent results (windspeed, turbulence) with large areas of forest• Not so good with narrow strips (windbreaks)

Page 5: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Kyle Forest

• Scotland – southern uplands

• 100 turbines over 110 km2

• 90% forest cover– Tree heights critical to model– Foliage density also required– Detailed GIS data with tree heights and species provided

Page 6: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

20172005

Tree heights

Page 7: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Method

• Significant wind directions identified• Calculations run for 2005

– Results compared to measured– Modelled speedup between two mast locations within 2% of

measured

• Re-run for 2017• Results normalised to undisturbed upstream location

Page 8: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Results

• In 2017– wind speeds increase 2% to 7%.– Turbulence intensity decreases on average by 4% to 13%– Area of recirculation

appears due to growthof plot of trees

– Able to modify felling planbased on impact onindividual turbines

Page 9: Accounting for tree growth in resource assessment: A case study using the VENTOS code on Kyle wind farm Presenter: Oisin BRADY (VENTEC) Contributors: Anabel

Conclusions

• Energy yield for a site near forest will change over time!

• Forest management can potentially improve performance, without wholesale clearance

• Understanding of the effect of trees on turbine output is greatly improved using VENTOS