Traffic Toll Design for Dynamic Wireless Charging in Coupled Power-Transportation Networks: A Tri-Level Optimization Approach

被引:2
|
作者
Liu, Wenjie [1 ]
Wang, Qin [2 ]
Xu, Yunjian [1 ,3 ]
机构
[1] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Elect & Elect Engn, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Shenzhen Res Inst SZRI, Shenzhen, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Inductive charging; Transportation; Batteries; Costs; Pricing; Optimization; Indexes; Dynamic wireless charging (DWC); electric vehicles; traffic toll; coupled power-transportation networks; trilevel MINLP; ELECTRIC VEHICLES; EQUILIBRIUM; SYSTEM;
D O I
10.1109/TSG.2024.3374554
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article proposes a novel tri-level mixed-integer nonlinear programming (MINLP) framework to investigate the design of time-based tolls for hybrid traffic flows in coupled power-transportation networks with dynamic wireless charging (DWC) infrastructures. To minimize the total travel time over the transportation network, we propose time-based tolls in the upper level, which impact the routing decisions made by hybrid traffic flows in the middle level. The aggregate charging demands from the middle level are then integrated into the lower level problem for power distribution network market clearing. The proposed framework is the first that explores the design of optimal tolls for the efficient operation of coupled power-transportation networks with DWC infrastructures. We convert the formulated tri-level MINLP to an equivalent single level MINLP through a series of techniques, including the Karush-Kuhn-Tucker (KKT) optimality conditions, the value-function method, and a decomposition and constraint generation algorithm. Numerical simulations on a widely adopted testing transportation network and the IEEE 118-node test system demonstrate that the proposed toll scheme leads to significant savings in the social and vehicle owners' costs, by reducing the travel time on transportation links with DWC.
引用
收藏
页码:4877 / 4889
页数:13
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