A benchmark model for model order reduction: large-scale wind farms
File(s)
Author(s)
Zhang, Hanqing
Gong, Zilong
Junyent-Ferré, Adrià
Scarciotti, Giordano
Type
Conference Paper
Abstract
A large-scale wind farm model is presented as a benchmark model for various model order reduction (MOR) methods. Firstly, the detailed mathematical description of a wind turbine generator is provided, including the aerodynamic and mechanical sub-blocks of the wind turbine, the electrical sub-block of the generator, and the associated controllers. Based on the wind turbine generator model, a large-scale wind farm model is created whose dimension can be easily changed to test MOR methods on different scales. Finally, the wind farm model is utilised as a benchmark model to show the performance of a nonlinear MOR method and a linear MOR method.
Date Issued
2025-03-27
Date Acceptance
2025-02-01
Citation
IFAC-PapersOnLine, 2025, 59 (1), pp.151-156
ISSN
2405-8963
Publisher
Elsevier BV
Start Page
151
End Page
156
Journal / Book Title
IFAC-PapersOnLine
Volume
59
Issue
1
Copyright Statement
© 2025 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)
Source
11th Vienna International Conference on Mathematical Modelling MATHMOD 2025
Publication Status
Published
Start Date
2025-02-19
Finish Date
2025-02-21
Coverage Spatial
Vienna, Austria
Date Publish Online
2025-03-27