Federated double DQN based multi-energy microgrid energy management strategy considering carbon emissions

Federated double DQN based multi-energy microgrid energy management strategy considering carbon emissions

Multi-energy microgrids (MEMG) play an important role in promoting carbon neutrality and achieving sustainable development. This study investigates an effective energy management strategy (EMS) for MEMG. First, an energy management system model that allows for intra-microgrid energy conversion is de...

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Bibliographic Details
Main Authors: Yanhong Yang, Tengfei Ma, Haitao Li, Yiran Liu, Chenghong Tang, Wei Pei
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-12-01
Series:Global Energy Interconnection
Subjects:
Multi-energy microgrid
Federated learning
Improved double DQN
Energy conversion
Online Access:http://www.sciencedirect.com/science/article/pii/S2096511723000944

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http://www.sciencedirect.com/science/article/pii/S2096511723000944

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