A Benchmark Model for Model Order Reduction: Large-scale Wind Farms
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.
Authors
- Zilong Gong (ORCID: https://orcid.org/0000-0003-4083-1995)
- Adrià Junyent‐Ferré (ORCID: https://orcid.org/0000-0002-8500-9906)
- Giordano Scarciotti (ORCID: https://orcid.org/0000-0001-5807-9004)
- Hanqing Zhang (ORCID: https://orcid.org/0000-0003-0158-8718)
Institutions
- Imperial College London (GB)
Publication Details
- Journal
- IFAC-PapersOnLine
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1016/j.ifacol.2025.03.027
- Primary Topic
- Model Reduction and Neural Networks
- Type
- article
- Field-Weighted Citation Impact
- 0.00