Proximal Policy Optimization-Based Stability Control Method for Permanent Magnet Direct-Drive Wind Power Generation System

With the increasing proportion of wind power grid connection, the stable control performance of wind turbines is crucial for the safety and stability of the power system. This paper proposes a proximal policy optimization (PPO) algorithm-based adaptive stability control framework for low voltage rid...

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Vydané v:	2025 7th International Conference on Power and Energy Technology (ICPET) s. 695 - 699
Hlavní autori:	Wang, Hongxing, Wei, Shenghua, Guo, Jingmei, Guo, Xinran, Ou, Wenjun
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 04.07.2025
Predmet:	Deep reinforcement learning Low voltage low voltage ride through Optimization permanent magnet synchronous generator Permanent magnets Phase locked loops phase-locked loop Power system stability proximal policy optimization Simulation Stability analysis Wind power generation Wind turbines
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