Design of Optimal Pitch Controller for Wind Turbines Based on Back-Propagation Neural Network

• Main Authors: Shengsheng, Qin, Zhipeng, Cao, Feng, Wang, Ngu, Sze Song, Kho, Lee Chin, Hui, Cai
• Format: Article
• Language: English
• Published: MDPI 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://ir.unimas.my/id/eprint/46214/1/energies-17-04076.pdf; http://ir.unimas.my/id/eprint/46214/; https://www.mdpi.com/1996-1073/17/16/4076; https://doi.org/10.3390/en17164076

To ensure the stable operation of a wind turbine generator system when the wind speed exceeds the rated value and address the issue of excessive rotor speed during high wind speeds, this paper proposes a novel variable pitch controller strategy based on a back-propagation neural network and optimal...