International Workshop on Automation, Control, and Communication Engineering (IWACCE 2022) 2022
DOI: 10.1117/12.2662727
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Energy management in microgrid based on deep reinforcement learning with expert knowledge

Abstract: Microgrid is an effective way to improve the utilization rate of renewable energy and is an indispensable part of recent power networks. In microgrids, the deployment of energy management systems (EMS) ensures stable operation and maximizes energy efficiency. Due to the uncertainty of non-steerable generation and non-flexible consumption in the microgrid, it is challenging to design an energy management algorithm to schedule the steerable generators and storage. To address this problem, energy management syste… Show more

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Cited by 4 publications
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