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摘要:
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%.
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来源 :
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT
ISSN: 1361-9209
年份: 2022
卷: 111
7 . 6
JCR@2022
7 . 6 0 0
JCR@2022
ESI学科: SOCIAL SCIENCES, GENERAL;
ESI高被引阀值:27
JCR分区:1
中科院分区:2
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