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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 bat-tery 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%.

Keyword:

Integrated optimization Battery electric buses Rolling horizon Charging infrastructure planning Charging scheduling

Author Community:

  • [ 1 ] [He, Yi]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 2 ] [He, Yi]Utah State Univ, Civil & Environm Engn, Logan, UT 84322 USA
  • [ 3 ] [Liu, Zhaocai]Utah State Univ, Civil & Environm Engn, Logan, UT 84322 USA
  • [ 4 ] [Song, Ziqi]Utah State Univ, Civil & Environm Engn, Logan, UT 84322 USA
  • [ 5 ] [Liu, Zhaocai]Natl Renewable Energy Lab, AI Learning & Intelligent Syst Grp, Golden, CO 80401 USA

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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:

SCOPUS Cited Count: 61

ESI Highly Cited Papers on the List: 7 Unfold All

  • 2024-11
  • 2024-11
  • 2024-9
  • 2024-9
  • 2024-7
  • 2024-5
  • 2024-3

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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