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Author:

He, Yi (He, Yi.) | Liu, Zhaocai (Liu, Zhaocai.) | Song, Ziqi (Song, Ziqi.)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Studies on the electric bus system planning problem have typically focused exclusively on either the deployment of charging infrastructure or the scheduling of charging events; few have examined the impact of charging facility deployment on charging activities. Considering the interdependence of system design and operational strategies, this study proposes a two-phase optimization framework for charging infrastructure planning and charging scheduling for battery electric bus systems. An integrated optimization model is first developed to simultaneously optimize charger deployment, on-board battery capacity, and charging schedules. A charging scheduling model is further proposed and a rolling horizon approach is utilized in the second phase to optimize the real-time charging scheduling of electric buses. Compared to existing electric bus system planning methods, the proposed integrated model can reduce the total system cost by 19.5%. In addition, compared to uncontrolled charging, the proposed rolling horizon-based charging strategy can reduce the total charging cost by 68.3%. © 2022 Elsevier Ltd

Keyword:

Cost reduction Electric buses Secondary batteries Scheduling Charging (batteries)

Author Community:

  • [ 1 ] [He, Yi]Beijing Key Laboratory of Traffic Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [He, Yi]Civil and Environmental Engineering, Utah State University, Logan; UT; 84322-4110, United States
  • [ 3 ] [Liu, Zhaocai]Civil and Environmental Engineering, Utah State University, Logan; UT; 84322-4110, United States
  • [ 4 ] [Liu, Zhaocai]AI, Learning and Intelligent Systems Group, National Renewable Energy Laboratory, Golden; CO; 80401, United States
  • [ 5 ] [Song, Ziqi]Civil and Environmental Engineering, Utah State University, Logan; UT; 84322-4110, United States

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Source :

Transportation Research Part D: Transport and Environment

ISSN: 1361-9209

Year: 2022

Volume: 111

7 . 6

JCR@2022

7 . 6 0 0

JCR@2022

ESI Discipline: SOCIAL SCIENCES, GENERAL;

ESI HC Threshold:27

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 61

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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