Dual-Layer Q-Learning Strategy for Energy Management of Battery Storage in Grid-Connected Microgrids

Real-time energy management of battery storage in grid-connected microgrids can be very challenging due to the intermittent nature of renewable energy sources (RES), load variations, and variable grid tariffs. Two reinforcement learning (RL)–based energy management systems have been previously used,...

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Egile Nagusiak:	Khawaja Haider Ali, Mohammad Abusara, Asif Ali Tahir, Saptarshi Das
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2023-01-01
Saila:	Energies
Gaiak:	reinforcement learning (RL) microgrid energy management offline and online RL dual-layer Q-learning
Sarrera elektronikoa:	https://www.mdpi.com/1996-1073/16/3/1334
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