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Comprehensive Pricing Scheme of the EV Charging Station considering Consumer Differences Based on Integrated AHP/DEA Methodology

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Listed:
  • Xingquan Ji
  • Ziyang Yin
  • Yumin Zhang
  • Xuan Zhang
  • Haishu Gao
  • Xinyi Zhang

Abstract

Scientific pricing of the electric vehicle charging station is closely related to consumer behavior inevitably. Existing studies have not considered the impacts of consumer differences on the charging price, which will fail to meet the interests of various types of consumers. This paper proposes a novel pricing method based on consumer classification and comprehensive evaluation strategies. First, the basis for consumer classification is established according to a single factor sensitivity analysis of the consumer benefit model; then, the nonlinear expression of the basis is piecewise linearized. Additionally, with the principle of least fitting error to determine consumers’ classification, the initial charging price schemes for various types of consumers are formulated. Second, this paper defines evaluation indices and establishes the hierarchy model for comprehensive evaluation schemes. Finally, the integrated analytic hierarchy process and data envelopment analysis are adopted for comprehensive evaluation of schemes. Simulations results illustrate that the proposed method can formulate the comprehensive optimal charging price considering consumer differences, and the method can reflect the impacts of both subjective and objective factors conveniently and accurately.

Suggested Citation

  • Xingquan Ji & Ziyang Yin & Yumin Zhang & Xuan Zhang & Haishu Gao & Xinyi Zhang, 2020. "Comprehensive Pricing Scheme of the EV Charging Station considering Consumer Differences Based on Integrated AHP/DEA Methodology," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-11, October.
  • Handle: RePEc:hin:jnlmpe:8657258
    DOI: 10.1155/2020/8657258
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    Cited by:

    1. Fajar Nurrohman Haryadi & Arionmaro Asi Simaremare & Shochrul Rohmatul Rohmatul & Dzikri Firmansyah Hakam & Kevin Gausultan Hadith Mangunkusumo, 2023. "Investigating the Impact of Key Factors on Electric/Electric-Vehicle Charging Station Adoption in Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 434-442, May.

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