Optimal demand response based dynamic pricing strategy via Multi-Agent Federated Twin Delayed Deep Deterministic policy gradient algorithm

The intermittent integration of renewable energy sources and the enhancement of energy-saving awareness on the demand side have posed significant challenges to energy management in smart grids. To address the supply–demand imbalance issues caused by these challenges, this paper proposes a novel mult...

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Vydáno v:	Engineering applications of artificial intelligence Ročník 133; s. 108012
Hlavní autoři:	Ma, Haining, Zhang, Huifeng, Tian, Ding, Yue, Dong, Hancke, Gerhard P.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.07.2024
Témata:	Economic dispatch Federated learning Multi-agent reinforcement learning Overestimation Privacy security Overestimation Multi-agent reinforcement learning Economic dispatch Federated learning Privacy security
ISSN:	0952-1976, 1873-6769
On-line přístup:	Získat plný text
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