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Author:

Liu, Xiaohan (Liu, Xiaohan.) | Shang, Wen-Long (Shang, Wen-Long.) | Correia, Goncalo Homem de Almeida (Correia, Goncalo Homem de Almeida.) | Liu, Zhengke (Liu, Zhengke.) | Ma, Xiaolei (Ma, Xiaolei.)

Indexed by:

Scopus SCIE

Abstract:

Battery capacity degradation in battery electric buses (BEBs) poses a significant operational challenge for transit agencies. This study presents a sustainable battery scheduling and echelon utilization framework considering battery capacity fading and charging infrastructure integrated with solar photovoltaic (PV) and energy storage systems. The framework aims to minimize the sum of bus charging, battery replacement, and carbon emission costs during the BEB lifespan. We first present a power battery replacement problem for a single bus fleet, then extend it to a joint power battery replacement and fleet-depot matching problem. Finally, we propose a power battery replacement and fleet-depot problem by introducing solar PV and energy storage systems. Dynamic programming, Lagrange relaxation, and a two-step approach are adopted to solve the three problems. A case study involving six bus depots in Beijing demonstrates that optimal battery replacement schedules can significantly lower charging costs. Moreover, integrating solar PV and energy storage is shown to considerably reduce both charging costs and carbon emissions.

Keyword:

Public transport Dynamic programming Solar energy Battery capacity degradation Energy storage system

Author Community:

  • [ 1 ] [Liu, Xiaohan]Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China
  • [ 2 ] [Liu, Zhengke]Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China
  • [ 3 ] [Ma, Xiaolei]Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China
  • [ 4 ] [Shang, Wen-Long]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing Key Lab Traff Engn, Beijing, Peoples R China
  • [ 5 ] [Shang, Wen-Long]Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing, Peoples R China
  • [ 6 ] [Shang, Wen-Long]Imperial Coll London, Ctr Transport Studies, London, England
  • [ 7 ] [Correia, Goncalo Homem de Almeida]Delft Univ Technol, Dept Transport & Planning, Delft, Netherlands
  • [ 8 ] [Ma, Xiaolei]Minist Educ, Key Lab Intelligent Transportat Technol & Syst, Beijing 100191, Peoples R China

Reprint Author's Address:

  • [Ma, Xiaolei]Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China;;[Ma, Xiaolei]Minist Educ, Key Lab Intelligent Transportat Technol & Syst, Beijing 100191, Peoples R China;;

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Source :

SUSTAINABLE CITIES AND SOCIETY

ISSN: 2210-6707

Year: 2023

Volume: 101

1 1 . 7 0 0

JCR@2022

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 7

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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