ConsenNet-based Fully Decentralized MARL for Residential Flexibility Coordination in Resilient Community Microgrids

2026-05-05

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Peixian Huang

Cheng Ma

Mingze Xu

Haochen Hua

Jin Zhao

Shunbo Lei *

DOI：10.1016/j.enbuild.2026.117583

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Abstract

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• Resilient operation strategy of community microgrids under limited external grid supply is investigated. • Residential flexibility from RESs, energy storage systems, EVs, and heating loads is jointly coordinated. • A fully decentralized MARL approach is developed for resilient community microgrid. • ConsenNet-based updates enable scalable and privacy-preserving inter-agent coordination without centralized training. • The proposed approach consistently outperforms state-of-the-art MARL benchmarks.

Keywords:

Resilient community microgrids

Residential flexibility coordination

Multi-agent reinforcement learning

ConsenNet

Decentralized control

ConsenNet-based Fully Decentralized MARL for Residential Flexibility Coordination in Resilient Community Microgrids

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