Optimal variable vehicle scheduling strategy for a network of electric buses with fast opportunity charging

References

• Abdelwahed, A., P. L. V. D. Berg, T. Brandt, J. Collins, and W. Ketter. 2020. “Evaluating and Optimizing Opportunity Fast-Charging Schedules in Transit Battery Electric Bus Networks.” Transportation Science, 1–15. doi:10.1287/trsc.2020.0982.
   Web of Science ®Google Scholar
• Alwesabi, Y., Y. Wang, R. Avalos, and Z. Liu. 2020. “Electric Bus Scheduling Under Single Depot Dynamic Wireless Charging Infrastructure Planning.” Energy 213: 118855. doi:10.1016/j.energy.2020.118855
   Web of Science ®Google Scholar
• An, K. 2020. “Battery Electric Bus Infrastructure Planning Under Demand Uncertainty.” Transportation Research Part C 111: 572–587. doi:10.1016/j.trc.2020.01.009
   Web of Science ®Google Scholar
• Bai, Z., L. Yang, C. Fu, Z. Liu, Z. He, and N. Zhu. 2022. “A Robust Approach to Integrated Wireless Charging Infrastructure Design and Bus Fleet Size Optimization.” Computers & Industrial Engineering 168: 108046. doi:10.1016/j.cie.2022.108046
   Web of Science ®Google Scholar
• Bertossi, A., P. Carraresi, and G. Gallo. 1987. “On Some Matching Problems Arising in Vehicle Scheduling Models.” Networks 17: 271–281. doi:10.1002/net.3230170303
   Web of Science ®Google Scholar
• Bie, Y., M. Hao, and M. Guo. 2021. “Optimal Electric Bus Scheduling Based on the Combination of All-Stop and Short-Turning Strategies.” Sustainability 13 (4): 1827. doi:10.3390/su13041827
   Web of Science ®Google Scholar
• Cao, Z. C., and A. Ceder. 2019. “Autonomous Shuttle Bus Service Timetabling and Vehicle Scheduling Using Skip-Stop Tactic.” Transportation Research Part C 102: 370–395. doi:10.1016/j.trc.2019.03.018
   Web of Science ®Google Scholar
• Ceder, A. 2016. Public Transit Planning and Operation: Modeling. Practice and Behavior. Boca Raton: CRC Press.
   Google Scholar
• Ceder, A. 2020. “Urban Mobility and Public Transport: Future Perspectives and Review.” International Journal of Urban Sciences, doi:10.1080/12265934.2020.1799846.
   Web of Science ®Google Scholar
• Ceder, A., and H. I. Stern. 1981. “Deficit Function Bus Scheduling with Deadheading Trip Insertions for Fleet Size Reduction.” Transportation Science 15: 338–363. doi:10.1287/trsc.15.4.338
   Web of Science ®Google Scholar
• Chen, Z., Y. Yin, and Z. Song. 2018. “A Cost-Competitiveness Analysis of Charging Infrastructure for Electric Bus Operations.” Transportation Research Part C 93: 351–366. doi:10.1016/j.trc.2018.06.006
   Web of Science ®Google Scholar
• Daramy-Williams, E., J. Anable, and S. Grant-Muller. 2019. “A Systematic Review of the Evidence on Plug-in Electric Vehicle User Experience.” Transportation Research Part D:Transport and Environment 71: 22–36. doi:10.1016/j.trd.2019.01.008
   Web of Science ®Google Scholar
• Desaulniers, G., and M. Hickman. 2007. “Public Transit.” In Handbooks in Operations Research and Management Science, edited by C. Barnhart, and G. Laporte, 69–128. Amsterdam: North-Holland.
   Google Scholar
• Estrada, M., J. Mensión, and M. Salicrú. 2017. “Opportunity Charging of Buses Effects on Bus Operator Costs and User Performance.” European Transport Conference 2017: 1–10.
   Google Scholar
• Häll, C. H., A. Ceder, J. Ekström, and N. H. Quttineh. 2019. “Adjustments of Public Transit Operations Planning Process for the Use of Electric Buses.” Journal of Intelligent Transportation Systems 23: 216–230. doi:10.1080/15472450.2018.1488131
   Web of Science ®Google Scholar
• Islam, A., and N. Lownes. 2019. “When to Go Electric? A Parallel Bus Fleet Replacement Study.” Transportation Research Part D 72: 299–311. doi:10.1016/j.trd.2019.05.007
   Web of Science ®Google Scholar
• Janovec, M., and M. Koháni. 2019. “Exact Approach to the Electric Bus Fleet Scheduling.” Transportation Research Procedia 40: 1380–1387. doi:10.1016/j.trpro.2019.07.191
   Google Scholar
• Jiang, Y., and A. Ceder. 2021. “Incorporating Personalization and Bounded Rationality Into Stochastic Transit Assignment Model.” Transportation Research Part C 127: 103127. doi:10.1016/j.trc.2021.103127
   Web of Science ®Google Scholar
• Lajunen, A., and T. Lipman. 2016. “Lifecycle Cost Assessment and Carbon Dioxide Emissions of Diesel, Natural Gas, Hybrid Electric, Fuel Cell Hybrid and Electric Transit Buses.” Energy 106: 329–342. doi:10.1016/j.energy.2016.03.075
   Web of Science ®Google Scholar
• Li, J. Q. 2014. “Transit Bus Scheduling with Limited Energy.” Transportation Science 48: 521–539. doi:10.1287/trsc.2013.0468
   Web of Science ®Google Scholar
• Li, J. Q. 2016. “Battery-Electric Transit Bus Developments and Operations: A Review.” International Journal of Sustainable Transportation 10: 157–169. doi:10.1080/15568318.2013.872737
   Web of Science ®Google Scholar
• Li, L., H. K. Lo, and F. Xiao. 2019. “Mixed Bus Fleet Scheduling Under Range and Refueling Constraints.” Transportation Research Part C 104: 443–462. doi:10.1016/j.trc.2019.05.009
   Web of Science ®Google Scholar
• Liu, T., and A. Ceder. 2020. “Battery-Electric Transit Vehicle Scheduling with Optimal Number of Stationary Chargers.” Transportation Research Part C 114: 118–139. doi:10.1016/j.trc.2020.02.009
   Web of Science ®Google Scholar
• Liu, Z., and Z. Song. 2017. “Robust Planning of Dynamic Wireless Charging Infrastructure for Battery Electric Buses.” Transportation Research Part C 83: 77–103. doi:10.1016/j.trc.2017.07.013
   Web of Science ®Google Scholar
• Mahmoud, M., R. Garnett, M. Ferguson, and P. Kanaroglou. 2016. “Electric Buses: A Review of Alternative Powertrains.” Renewable and Sustainable Energy Reviews 62: 673–684. doi:10.1016/j.rser.2016.05.019
   Web of Science ®Google Scholar
• Niu, H., and X. Zhou. 2013. “Optimizing Urban Rail Timetable Under Time-Dependent Demand and Oversaturated Conditions.” Transportation Research Part C 36: 212–230. doi:10.1016/j.trc.2013.08.016
   Web of Science ®Google Scholar
• Olsen, N., N. Kliewer, and L. Wolbeck. 2020. “A Study on Flow Decomposition Methods for Scheduling of Electric Buses in Public Transport Based on Aggregated Time–Space Network Models.” Central European Journal of Operations Research, doi:10.1007/s10100-020-00705-6.
   Web of Science ®Google Scholar
• Pelletier, S., O. Jabali, J. E. Mendoza, and G. Laporte. 2019. “The Electric Bus Fleet Transition Problem.” Transportation Research Part C 109: 174–193. doi:10.1016/j.trc.2019.10.012
   Web of Science ®Google Scholar
• Ribeiro, C. C., and F. Soumis. 1994. “A Column Generation Approach to the Multiple Depot Vehicle Scheduling Problem.” Operations Research 42: 41–52. doi:10.1287/opre.42.1.41
   Web of Science ®Google Scholar
• Rogge, M., E. Van der Hurk, A. Larsen, and D. U. Sauer. 2018. “Electric Bus Fleet Size and Mix Problem with Optimization of Charging Infrastructure.” Applied Energy 211: 282–295. doi:10.1016/j.apenergy.2017.11.051
   Web of Science ®Google Scholar
• Tang, C., X. Li, A. Ceder, and X. Wang. 2021. “Public Transport Fleet Replacement Optimization Using Multi-Type Battery-Powered Electric Buses.” Transportation Research Record 2675 (12): 1422–1431. doi:10.1177/03611981211027157
   Web of Science ®Google Scholar
• Tang, X., X. Lin, and F. He. 2019. “Robust Scheduling Strategies of Electric Buses Under Stochastic Traffic Conditions.” Transportation Research Part C 105: 163–182. doi:10.1016/j.trc.2019.05.032
   Web of Science ®Google Scholar
• Teng, J., T. Chen, and W. D. Fan. 2020. “Integrated Approach to Vehicle Scheduling and Bus Timetabling for an Electric Bus Line.” Journal of Transportation Engineering Part A Systems 146: 04019073. doi:10.1061/JTEPBS.0000306
   Web of Science ®Google Scholar
• Van Kooten Niekerk, M. E., J. M. Van den Akker, and J. A. Hoogeveen. 2017. “Scheduling Electric Vehicles.” Public Transport 9: 155–176. doi:10.1007/s12469-017-0164-0
   Web of Science ®Google Scholar
• Wang, J., L. Kang, and Y. Liu. 2020. “Optimal Scheduling for Electric Bus Fleets Based on Dynamic Programming Approach by Considering Battery Capacity Fade.” Renewable and Sustainable Energy Reviews 130: 109978. doi:10.1016/j.rser.2020.109978
   Web of Science ®Google Scholar
• Wang, J., and H. A. Rakha. 2016. “Fuel Consumption Model for Conventional Diesel Buses.” Applied Energy 170: 394–402. doi:10.1016/j.apenergy.2016.02.124
   Web of Science ®Google Scholar
• Wen, M., E. Linde, S. Ropke, P. Mirchandani, and A. Larsen. 2016. “An Adaptive Large Neighborhood Search Heuristic for the Electric Vehicle Scheduling Problem.” Computers & Operations Research 76: 73–83. doi:10.1016/j.cor.2016.06.013
   Web of Science ®Google Scholar
• Wu, X., Q. Feng, C. Bai, C. S. Lai, Y. Jia, and L. L. Lai. 2021. “A Novel Fast-Charging Stations Locational Planning Model for Electric bus Transit System.” Energy 224: 120106. doi:10.1016/j.energy.2021.120106
   Web of Science ®Google Scholar
• Yao, E., T. Liu, T. Lu, and Y. Yang. 2020. “Optimization of Electric Vehicle Scheduling with Multiple Vehicle Types in Public Transport.” Sustainable Cities and Society 52: 101862. doi:10.1016/j.scs.2019.101862
   Web of Science ®Google Scholar
• Zhang, S. L., A. Ceder, and Z. Cao. 2020. “Integrated Optimization for Feeder Bus Timetabling and Procurement Scheme with Consideration of Environmental Impact.” Computers & Industrial Engineering 154: 106501. doi:10.1016/j.cie.2020.106501
   Google Scholar
• Zhu, C., and X. Chen. 2013. “Optimizing Battery Electric Bus Transit Vehicle Scheduling with Battery Exchanging: Model and Case Study.” Procedia – Social and Behavioral Sciences 96: 2725–2736. doi:10.1016/j.sbspro.2013.08.306
   Google Scholar