Multiperiod Planning for Renewable Electric Vehicle Charging Stations in Coordinated Power Distribution and Transportation Networks With Non-Anticipativity Constraints

被引:1
|
作者
Xiong, Houbo [1 ]
Shahidehpour, Mohammad [2 ]
Shi, Yunhui [3 ]
Luo, Fengji [4 ]
Guo, Chuangxin [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310013, Zhejiang, Peoples R China
[2] IIT, Galvin Ctr Elect Innovat, Chicago, IL 60616 USA
[3] Zhejiang Elect Power Dispatching Ctr, Hangzhou 310027, Zhejiang, Peoples R China
[4] Univ Sydney, Sch Civil Engn, Sydney, NSW 2006, Australia
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2025年 / 11卷 / 01期
基金
中国国家自然科学基金;
关键词
Planning; Costs; Transportation; Renewable energy sources; Uncertainty; Roads; Optimization; Electric vehicle (EV) charging station; multiperiod planning; non-anticipativity constraint; renewable energy; robust dual dynamic programming (RDDP); urban transportation network (UTN); ROBUST OPTIMIZATION; EXPANSION; STRATEGY; SYSTEM; ENERGY;
D O I
10.1109/TTE.2024.3446461
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 planning model for renewable electric vehicle charging station (REVCS) to meet the growing demand for electric vehicles (EVs) in the context of the net-zero transition. Focusing on the multiperiod strategic deployment and device capacity optimization of REVCS in the coordinated urban transportation network (UTN) and power distribution networks (PDNs), the model is formulated by a multistage robust optimization (RO) problem, which makes decisions based on the uncertainties of the present period for adhering to non-anticipativity constraints. To efficiently solve the planning model, an improved robust dual dynamic programming (RDDP) method is proposed, which decomposes the multistage RO problem into upper and lower approximation problems using approximate convex hulls and Lagrangian hyperplanes, respectively, and iteratively refines solutions through a forward and a backward pass process until optimal. Numerical experiments on a 33-bus PDN coupled with 12-node UTN and a larger 54-bus PDN coupled with 25-node UTN systems validate the multiperiod planning model and proposed solution methodology.
引用
收藏
页码:3757 / 3772
页数:16
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