EV Fleet Charging Load Forecasting Based on Multiple Decomposition With CEEMDAN and Swarm Decomposition
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DOI: 10.1109/access.2022.3182499
Abstract: As the transition to electric mobility is accelerating, EV fleet charging loads are expected to become increasingly significant for power systems. Hence, EV fleet load forecasting is vital to maintaining the reliability and safe operation… read more here.
Keywords: swarm decomposition; multiple decomposition; load forecasting; fleet charging ... See more keywords
A Multiagent Federated Reinforcement Learning Approach for Plug-In Electric Vehicle Fleet Charging Coordination in a Residential Community
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DOI: 10.1109/access.2022.3206020
Abstract: The increasing penetration of distributed renewable energy and electric vehicles (EV) in local microgrids/residential-community has brought a great challenge to balancing system stability and economic benefits. This paper proposes a decentralized framework based on an… read more here.
Keywords: fleet charging; residential community; pev; reinforcement learning ... See more keywords