Journal cover Journal topic
Wind Energy Science The interactive open-access journal of the European Academy of Wind Energy
Journal topic
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.
Viewed  
Total article views: 957 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
627 317 13 957 20 11
  • HTML: 627
  • PDF: 317
  • XML: 13
  • Total: 957
  • BibTeX: 20
  • EndNote: 11
Views and downloads (calculated since 02 Mar 2018)
Cumulative views and downloads (calculated since 02 Mar 2018)
Viewed (geographical distribution)  
Total article views: 816 (including HTML, PDF, and XML) Thereof 800 with geography defined and 16 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Cited  
Saved (final revised paper)  
No saved metrics found.
Saved (discussion paper)  
No saved metrics found.
Discussed (final revised paper)  
No discussed metrics found.
Discussed (discussion paper)  
No discussed metrics found.
Latest update: 16 Jun 2019
Publications Copernicus
Download
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...
Citation