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Electric bus scheduling under single depot dynamic wireless charging infrastructure planning
The use of electric bus fleets has become a topical issue in recent years. This paper aims to analyze strategic bus fleet scheduling and dynamic wireless charging (DWC) planning problems based on data obtained from the transportation center at Binghamton University. More precisely, we have developed...
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Published in: | Energy (Oxford) 2020-12, Vol.213, p.118855, Article 118855 |
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Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | The use of electric bus fleets has become a topical issue in recent years. This paper aims to analyze strategic bus fleet scheduling and dynamic wireless charging (DWC) planning problems based on data obtained from the transportation center at Binghamton University. More precisely, we have developed a mixed-integer mathematical model to simultaneously select the optimal location of the DWC facilities and find the optimal battery sizes of electric buses (EBs) for the system. This DWC planning model allows all the system’s EBs to travel the common routes (depot-base station-depot) safely despite their different optimal battery sizes. Additionally, we have developed a scheduling model to find the optimal number of EBs by considering the additional charging time and battery size restrictions. To allow organizations to determine bus replacement plans that will meet their fleet electrification targets in a cost-effective way, we have introduced joint and disjoint scheduling planning strategies for the current conventional bus fleet and a potential EB fleet. Further, we have reformulated the DWC model so an EB can serve several routes with uniform battery size. The results show that the joint scheduling with one optimal battery size is more cost-effective than disjoint scheduling with route-specific battery sizes.
•We optimize the electric bus battery size, DWC facility location, and fleet size.•The single depot roads are included in the proposed system.•We compare between uniform battery size and road-specific battery size approaches.•Joint and disjoint scheduling strategies are examined.•Uniform battery size with joint scheduling is more cost-effective. |
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ISSN: | 0360-5442 1873-6785 |
DOI: | 10.1016/j.energy.2020.118855 |