Pricing;
Transportation;
Games;
Electric vehicle charging;
Costs;
Vehicle-to-grid;
Vehicle dynamics;
Multi-period traffic assignment problem;
power distribution network;
electric vehicles;
charging service pricing;
non-cooperative game;
TRANSPORTATION;
EQUILIBRIUM;
OPERATIONS;
D O I:
10.1109/TITS.2023.3271852
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
The proliferation of electric vehicles (EVs) couples the operations of traffic systems and power systems, necessitating the interdependent traffic-power modeling to optimize the on-road EV charging decisions. In this paper, the multi-period charging service pricing interactions between multiple charging network operators (CNOs) are discussed considering the dynamics of traffic-power systems. A multi-period user equilibrium model considering mixed vehicle types is formulated to describe the possible vehicle trip transitions between different periods in urban transportation network. For the power distribution network, a convexified multi-period AC optimal power flow model is adopted for local electricity market clearing. With the dynamics of traffic-power systems, the pricing interaction between multiple CNOs is a non-cooperative game. We analyze the existence of Nash Equilibrium with fixed-point theory, and propose an iterative method based on the best response strategy to find $\epsilon$ -Nash Equilibrium. Numerical studies based on an interdependent power-traffic system consisting of two 18-node power distribution networks and one revised Nguyen-Dupuis transportation network demonstrate that with the proposed CNOs' charging pricing strategy, the CNOs' service profits can increase by 1%-3% while the PDNs' operation costs decrease about 1%-2% for the interdependent traffic-power system.
机构:
Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
Zhou, Ze
Liu, Zhitao
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机构:
Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
Liu, Zhitao
Su, Hongye
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机构:
Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
Su, Hongye
Zhang, Liyan
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机构:
Wuhan Univ Technol, Sch Automat, Wuhan 430070, Peoples R ChinaZhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
Zhang, Liyan
Wang, Wenhai
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机构:
Zhejiang Univ, NGICS Platform, Hangzhou 310027, Peoples R ChinaZhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China