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Wind Energy Science The interactive open-access journal of the European Academy of Wind Energy
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WES | Articles | Volume 3, issue 2
Wind Energ. Sci., 3, 767-790, 2018
https://doi.org/10.5194/wes-3-767-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Wind Energ. Sci., 3, 767-790, 2018
https://doi.org/10.5194/wes-3-767-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research articles 24 Oct 2018

Research articles | 24 Oct 2018

From wind to loads: wind turbine site-specific load estimation with surrogate models trained on high-fidelity load databases

Nikolay Dimitrov et al.
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AR by Nikolay Dimitrov on behalf of the Authors (22 Aug 2018)  Author's response    Manuscript
ED: Publish as is (25 Sep 2018) by Michael Muskulus
ED: Publish as is (26 Sep 2018) by Jakob Mann(Chief Editor)
Publications Copernicus
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Short summary
Wind energy site suitability assessment procedures often require estimating the loads a wind turbine will be subject to when installed. The estimation is often time-consuming and requires several iterations. We have developed a procedure for quick and accurate estimation of site-specific wind turbine loads. Our approach employs computationally efficient parametric models that are calibrated to high-fidelity load simulations. The result is a significant reduction in computation efforts.
Wind energy site suitability assessment procedures often require estimating the loads a wind...
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