A hybrid-driven control strategy for optimized wind farm power dispatch

• Published in: Renewable energy Vol. 247; p. 122940
• Main Authors: Wang, Luobin, Huang, Sheng, Bai, Guan, Wang, Pengda, Zhang, Ji
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.07.2025
• Subjects: Active power control; Data-driven; Data-model hybrid-driven; Fatigue load; Wind farm; Active power control; Data-model hybrid-driven; Fatigue load; Data-driven; Wind farm

This paper proposes a hybrid-driven active power control strategy for large-scale wind farm (WF) that integrates data-driven and model-driven approaches to optimize power dispatch while reducing fatigue loads and enhancing noise resistance. The strategy employs an encoder-decoder framework in which...