Task 32 Workshop 11: Windfield reconstruction in the induction zone

14 January 2019
14 January 2019 Vu Thi Le

Task 32 Workshop 11: Windfield reconstruction in the induction zone

January 14, 2019

Workshop leader: Nicolai Nygaard (Orsted)

Venue: Hotel Ribera de Triana, Seville, Spain

Background to the workshop

Nacelle-mounted lidars facing upstream of a wind turbine can measure the wind speed through the induction zone. Several nacelle lidar campaigns have indicated that the induction effect may be felt further upstream of the rotor than is commonly assumed in the design of power curve verification campaigns. To understand the magnitude of the induction effect, the freestream wind speed needs to be established. Since freestream velocity may only be reached beyond the measurement range of the nacelle lidar, an extrapolation based on the lidar measurements is necessary. A wind field model of the induction zone combined with the lidar line of sight wind speeds can be used to perform wind field reconstruction and derive not only the freestream wind speed, but also map the variation of the horizontal wind speed at different distances from the rotor.

No consensus exists on the optimal method for the wind field reconstruction in the induction zone that balances fidelity and simplicity. To take the first steps towards a common understanding in the community a round robin was organized to compare different methods and approaches to the wind field reconstruction problem on a common dataset.

More information about the round robin can be found here.


In the round robin preceding the workshop the participants analyzed a dataset of nacelle lidar measurements from an offshore turbine with the aim to reconstruct the wind field in the induction zone upstream of the turbine by using wind speed measurements at multiple ranges. From the reconstructed wind field, the participants derived the freestream wind speed.

The objective of the workshop was to present and discuss the methods and results of the round robin data analysis. By establishing the freestream wind speed, the community will get a better sense of the influence of induction on topics such as power curve verification, wind turbine power performance and wind farm power performance.

Meeting documents

Public documents

Member-only documents


  • Andy Clifton -Introduction to IEA Wind Task 32
  • Nicolai Nygaard – Introduction to the workshop and challenge
  • Results overview:
    • 1D model (Olivia Brisette)
    • CFD model (Paul Housley)
    • Fraunhofer IWES approach (Alkistis Papetta)
    • Vortex Sheet Theory model (Nicolai Nygaard)
    • An empirical model for the streamwise induction from CFD results by Meyer-Forsting and Troldborg (Eric Simley)
  • Overview of all round robin results – similarities, differences and statistical analysis (Nicolai Nygaard)
  • Invited presentations
    • Scanning lidar measurements of induction zone (Peter Clive / Markos Asimakopoulos)
    • Accounting for Blockage Effects in Energy Production Assessments (Taylor Geer / James Bleeg)
    • Global Blockage Effect (Graham Hawkes)

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