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author:

Chen, Yuanyi (Chen, Yuanyi.) [1] | Zheng, Yanchong (Zheng, Yanchong.) [2] | Hu, Simon (Hu, Simon.) [3] | Xie, Shiwei (Xie, Shiwei.) [4] (Scholars:谢仕炜) | Yang, Qiang (Yang, Qiang.) [5]

Indexed by:

EI Scopus SCIE

Abstract:

The increasing proliferation of electric vehicles (EVs) and renewable energy sources (RESs) poses challenges to the operation of coupled power and transportation networks due to their uncertainties, where EV users' routing and charging behaviors are subjected to their complex decision-making rationality. To economically manage numerous fast charging stations with onsite RESs, this article focuses on the optimal day-ahead bidding and intraday scheduling strategies of a fast charging station aggregator (FCSA) to maximize its profit in the electricity market. Traffic simulation based on boundedly rational dynamic user equilibrium is presented to model charging demand under bounded rationality of EV users. To efficiently manipulate large-scale EVs, a group charging scheduling framework is proposed to reduce decision variables. Uncertainties in electricity prices, RES generation, traffic demand, and user rationality are addressed by stochastic programming. Case studies have validated the effectiveness of the proposed method in reducing the FCSA's operational costs and RES curtailment.

Keyword:

Bounded rationality charging dispatch dynamic user equilibrium electricity market fast charging station aggregator (FCSA) stochastic programming

Community:

  • [ 1 ] [Chen, Yuanyi]Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
  • [ 2 ] [Zheng, Yanchong]Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
  • [ 3 ] [Yang, Qiang]Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
  • [ 4 ] [Hu, Simon]Zhejiang Univ, ZJU UIUC Inst, Haining 314400, Peoples R China
  • [ 5 ] [Hu, Simon]Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310027, Peoples R China
  • [ 6 ] [Hu, Simon]Alibaba Zhejiang Univ, Joint Res Inst Frontier Technol, Hangzhou 310058, Peoples R China
  • [ 7 ] [Xie, Shiwei]Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Yang, Qiang]Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China;;

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Source :

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

ISSN: 1551-3203

Year: 2024

Issue: 11

Volume: 20

Page: 13384-13395

1 1 . 7 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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