Visibility-enhanced model-free deep reinforcement learning algorithm for voltage control in realistic distribution systems using smart inverters

Increasing integration of distributed solar photovoltaic (PV) into distribution networks could result in adverse effects on grid operation. Traditional model-based control algorithms require accurate model information that is difficult to acquire and thus are challenging to implement in practice. Th...

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Vydané v:	Applied energy Ročník 372; číslo C; s. 123758
Hlavní autori:	Pei, Yansong, Ye, Ketian, Zhao, Junbo, Yao, Yiyun, Su, Tong, Ding, Fei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United Kingdom Elsevier Ltd 15.10.2024 Elsevier
Predmet:	Active distribution systems algorithms electric potential difference Grid visibility PV inverter Reinforcement learning Surrogate model uncertainty Grid visibility Surrogate model Active distribution systems PV inverter Reinforcement learning
ISSN:	0306-2619, 1872-9118
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