Articles | Volume 7, issue 3
https://doi.org/10.5194/wes-7-1289-2022
https://doi.org/10.5194/wes-7-1289-2022
Research article
 | 
27 Jun 2022
Research article |  | 27 Jun 2022

Surrogate models for the blade element momentum aerodynamic model using non-intrusive polynomial chaos expansions

Rad Haghi and Curran Crawford

Viewed

Total article views: 2,084 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,433 582 69 2,084 63 63
  • HTML: 1,433
  • PDF: 582
  • XML: 69
  • Total: 2,084
  • BibTeX: 63
  • EndNote: 63
Views and downloads (calculated since 01 Nov 2021)
Cumulative views and downloads (calculated since 01 Nov 2021)

Viewed (geographical distribution)

Total article views: 2,084 (including HTML, PDF, and XML) Thereof 2,012 with geography defined and 72 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 29 Jun 2025
Download
Short summary
Based on the IEC standards, a limited number of simulations is sufficient to calculate the extreme and fatigue loads on a wind turbine. However, this means inaccuracy in the output statistics. This paper aims to build a surrogate model on blade element momentum aerodynamic model simulation output employing non-intrusive polynomial chaos expansion. The surrogate model is then used in a large number of Monte Carlo simulations to provide an accurate statistical estimate of the loads.
Share
Altmetrics
Final-revised paper
Preprint