Consensus-based coordination of electric vehicle charging considering transformer hierarchy

Suli Zou, Ian Hiskens*, Zhongjing Ma

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

15 Citations (Scopus)

Abstract

The paper considers the coordination of electric vehicle (EV) charging where the loading on the transformers that serve the distribution feeders is taken into account. A decentralized control method is designed such that self-interested EVs are motivated to achieve global benefits. The formulation has a hierarchical structure. At the lower level, each transformer broadcasts a price signal to the EVs that it supplies, and the EVs individually determine their optimal charging strategies. At the upper level, the communication network between transformers is described as a graph and a consensus algorithm among the transformers is used to obtain a group consensus price that reflects the system generation cost. Each transformer then establishes a price which is composed of the consensus price together with a contribution that accounts for its loading characteristic. An update algorithm is developed which converges in a few (typically around ten) iterations to the unique and efficient (socially optimal) solution.

Original languageEnglish
Pages (from-to)138-145
Number of pages8
JournalControl Engineering Practice
Volume80
DOIs
Publication statusPublished - Nov 2018

Keywords

  • Consensus
  • Convergence
  • Decentralized optimization
  • Distributed protocol
  • Efficient charging control
  • Electric vehicles
  • Transformer limits

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