Load-Predictive Pitch Control Strategy for Wind Turbines Under Turbulent Wind Conditions Based on Long Short-Term Memory Neural Networks

Under turbulent wind conditions, rapid wind speed fluctuations can markedly increase the fatigue loads borne by wind turbine blades and towers. In practice, conventional PID pitch control based on speed feedback often struggles to deliver satisfactory load mitigation, mainly because the wind turbine...

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Autori principali:	Daorina Bao, Peng Li, Jun Zhang, Zhongyu Shi, Yongshui Luo, Xiaohu Ao, Ruijun Cui, Xiaodong Guo
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2026-04-01
Serie:	Energies
Soggetti:	distributed pitch-controlled wind turbine load prediction turbulent inflow LSTM neural network
Accesso online:	https://www.mdpi.com/1996-1073/19/9/2044
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