A bi-level optimization framework for charging station design problem considering heterogeneous charging modes
作者机构:School of Economics and ManagementNanjing University of Science and TechnologyNanjingChina Department of Architecture and Civil EngineeringChalmers University of TechnologyGothenburgSweden
出 版 物:《Journal of Intelligent and Connected Vehicles》 (智能网联汽车(英文))
年 卷 期:2022年第5卷第1期
页 面:8-16页
核心收录:
学科分类:08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)]
基 金:This work is supported by National Natural Science Foundation of China(No.72101115) Natural Science Foundation of Jiangsu(No.BK20210316)
主 题:Battery electric bus Charging station design Vehicle scheduling Bi-level model Heterogeneous charging modes
摘 要:Purpose–The purpose of this paper is to optimize the design of charging station deployed at the terminal station for electric transit,with explicit consideration of heterogenous charging ***/methodology/approach–The authors proposed a bi-level model to optimize the decision-making at both tactical and operational levels ***,at the operational level(*** level),the service schedule and recharging plan of electric buses are optimized under specific design of charging *** objective of lower-level model is to minimize total daily operational *** model is solved by a tailored column generation-based heuristic *** the tactical level(*** level),the design of charging station is optimized based upon the results obtained at the lower level.A tabu search algorithm is proposed subsequently to solve the upper-level ***–This study conducted numerical cases to validate the applicability of the proposed *** managerial insights stemmed from numerical case studies are revealed and discussed,which can help transit agencies design charging station ***/value–The joint consideration of heterogeneous charging modes in charging station would further lower the operational cost of electric transit and speed up the market penetration of battery electric buses.