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

<p>We define and demonstrate a procedure for quick assessment of site-specific lifetime fatigue loads using simplified load mapping functions (surrogate models), trained by means of a database with high-fidelity load simulations. The performance of five surrogate models is assessed by compa...

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Bibliographic Details
Main Authors: N. Dimitrov, M. C. Kelly, A. Vignaroli, J. Berg
Format: Article
Language:English
Published: Copernicus Publications 2018-10-01
Series:Wind Energy Science
Online Access:https://www.wind-energ-sci.net/3/767/2018/wes-3-767-2018.pdf