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Supply Function Game Based Energy Management between Electric Vehicle Charging Stations and Electricity Distribution System Considering Quality of Service

  • Yuanzheng Li
  • , Zhixian Ni
  • , Tianyang Zhao
  • , Tianwei Zhong
  • , Yun Liu
  • , Lei Wu
  • , Yong Zhao
  • Huazhong University of Science and Technology
  • Jinan University
  • Shenzhen University
  • Stevens Institute of Technology

科研成果: 期刊稿件文章同行评审

65 引用 (Scopus)

摘要

In recent years, electric vehicle charging stations (EVCSs) have been deployed very fast, which offer a platform for the energy coordination between electric vehicles (EVs) and the electricity distribution system (DS). This paper presents an energy management method for the operation of EVCSs and DS while considering their interaction. In this method, we first use a quality-of-service constrained decision model for EVCSs, which is formulated based on the network calculus theory. Then, the DS aims to maximize its utility by scheduling charging plans for EVCSs. Afterwards, a game based on the supply function equilibrium (SFE) model is adopted to analyze the energy interaction, in which each EVCS is regarded as the leader, and the DS as the follower. In this way, an optimization problem with equilibrium constraints is established. Moreover, a hybrid optimization algorithm based on differential evolution and interior point method is used to obtain the equilibrium solution of the SFE game. Finally, simulation studies verify the effectiveness of proposed interactive energy management method.

源语言英语
文章编号9072309
页(从-至)5932-5943
页数12
期刊IEEE Transactions on Industry Applications
56
5
DOI
出版状态已出版 - 1 9月 2020
已对外发布

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