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Research Article

A user equilibrium-based fast-charging location model considering heterogeneous vehicles in urban networks

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Pages 439-461 | Received 11 Jan 2020, Accepted 08 Jun 2020, Published online: 28 Jul 2020

References

  • Abudayyeh, D., D. Ngoduy, and A. Nicholson. 2018. “Traffic Signal Optimisation in Disrupted Networks with Re-routing.” Transportation Research Procedia 34: 195–202.
  • Beckmann, Martin, Charles B. McGuire, and Christopher B. Winsten. 1956. Studies in the Economics of Transportation. Technical Report.
  • Ben-Ayed, Omar, David E. Boyce, and Charles E. Blair III. 1988. “A General Bilevel Linear Programming Formulation of the Network Design Problem.” Transportation Research Part B: Methodological 22 (4): 311–318.
  • Brandstätter, Georg, Michael Kahr, and Markus Leitner. 2017. “Determining Optimal Locations for Charging Stations of Electric Car-sharing Systems Under Stochastic Demand.” Transportation Research Part B: Methodological 104: 17–35.
  • Chiou, Suh-Wen. 2005. “Bilevel Programming for the Continuous Transport Network Design Problem.” Transportation Research Part B: Methodological 39 (4): 361–383.
  • Church, Richard L., and Michael E. Meadows. 1979. “Location Modeling Utilizing Maximum Service Distance Criteria.” Geographical Analysis 11 (4): 358–373.
  • Church, Richard, and Charles ReVelle. 1974. “The Maximal Covering Location Problem.” Papers in Regional Science 32 (1): 101–118.
  • De Boer, Pieter-Tjerk, Dirk P. Kroese, Shie Mannor, and Reuven Y. Rubinstein. 2005. “A Tutorial on the Cross-entropy Method.” Annals of Operations Research 134 (1): 19–67.
  • EVSE. 2019. “How Much Does it Cost to set up an EV Charging Station?” Accessed 6 May 2019. https://evse.com.au/blog/evchargercost/.
  • Ghamami, Mehrnaz, Ali Zockaie, and Yu Marco Nie. 2016. “A General Corridor Model for Designing Plug-in Electric Vehicle Charging Infrastructure to Support Intercity Travel.” Transportation Research Part C: Emerging Technologies 68: 389–402.
  • Guo, Fang, Jun Yang, and Jianyi Lu. 2018. “The Battery Charging Station Location Problem: Impact of Users' Range Anxiety and Distance Convenience.” Transportation Research Part E: Logistics and Transportation Review 114: 1–18.
  • He, Sylvia Y., Yong-Hong Kuo, and Dan Wu. 2016. “Incorporating Institutional and Spatial Factors in the Selection of the Optimal Locations of Public Electric Vehicle Charging Facilities: A Case Study of Beijing, China.” Transportation Research Part C: Emerging Technologies 67: 131–148.
  • He, Fang, Di Wu, Yafeng Yin, and Yongpei Guan. 2013. “Optimal Deployment of Public Charging Stations for Plug-in Hybrid Electric Vehicles.” Transportation Research Part B: Methodological 47: 87–101.
  • He, Jia, Hai Yang, Tie-Qiao Tang, and Hai-Jun Huang. 2018. “An Optimal Charging Station Location Model with the Consideration of Electric Vehicle's Driving Range.” Transportation Research Part C: Emerging Technologies 86: 641–654.
  • He, Fang, Yafeng Yin, and Siriphong Lawphongpanich. 2014. “Network Equilibrium Models with Battery Electric Vehicles.” Transportation Research Part B: Methodological 67: 306–319.
  • He, Fang, Yafeng Yin, and Jing Zhou. 2015. “Deploying Public Charging Stations for Electric Vehicles on Urban Road Networks.” Transportation Research Part C: Emerging Technologies 60: 227–240.
  • Hodgson, M. J.ohn. 1990. “A Flow-capturing Location-allocation Model.” Geographical Analysis 22 (3): 270–279.
  • Hosseini, M, S. A. MirHassani, and F Hooshmand. 2017. “Deviation-flow Refueling Location Problem with Capacitated Facilities: Model and Algorithm.” Transportation Research Part D: Transport and Environment 54: 269–281.
  • IEA. 2019. “Global EV Outlook 2019.” www.iea.org/publications/reports/globalevoutlook2019/.
  • Jiang, Nan, and Chi Xie. 2014. “Computing and Analyzing Mixed Equilibrium Network Flows with Gasoline and Electric Vehicles.” Computer-Aided Civil and Infrastructure Engineering 29 (8): 626–641.
  • Jiang, Nan, Chi Xie, Jennifer C. Duthie, and S. Travis Waller. 2014. “A Network Equilibrium Analysis on Destination, Route and Parking Choices with Mixed Gasoline and Electric Vehicular Flows.” EURO Journal on Transportation and Logistics 3 (1): 55–92.
  • Jiang, Nan, Chi Xie, and S. Travis Waller. 2012. “Path-constrained Traffic Assignment: Model and Algorithm.” Transportation Research Record 2283 (1): 25–33.
  • Jing, Wentao, Kun An Mohsen Ramezani, and Inhi Kim. 2017. “Location Design of Electric Vehicle Charging Facilities: A Path-Distance Constrained Stochastic User Equilibrium Approach.” Journal of Advanced Transportation, 2017.
  • Kim, Jong-Geun, and Michael Kuby. 2012. “The Deviation-flow Refueling Location Model for Optimizing a Network of Refueling Stations.” International Journal of Hydrogen Energy 37 (6): 5406–5420.
  • Kim, Jong-Geun, and Michael Kuby. 2013. “A Network Transformation Heuristic Approach for the Deviation Flow Refueling Location Model.” Computers & Operations Research 40 (4): 1122–1131.
  • Kuby, Michael, and Seow Lim. 2005. “The Flow-refueling Location Problem for Alternative-fuel Vehicles.” Socio-Economic Planning Sciences 39 (2): 125–145.
  • Li, Shengyin, and Yongxi Huang. 2014. “Heuristic Approaches for the Flow-based Set Covering Problem with Deviation Paths.” Transportation Research Part E: Logistics and Transportation Review 72: 144–158.
  • Li, Shengyin, Yongxi Huang, and Scott J. Mason. 2016. “A Multi-period Optimization Model for the Deployment of Public Electric Vehicle Charging Stations on Network.” Transportation Research Part C: Emerging Technologies 65: 128–143.
  • Li, Meng, Yinghao Jia, Zuojun Shen, and Fang He. 2017. “Improving the Electrification Rate of the Vehicle Miles Traveled in Beijing: A Data-driven Approach.” Transportation Research Part A: Policy and Practice 97: 106–120.
  • Lin, Yuping, Kai Zhang, Zuo-Jun Max Shen, Bin Ye, and Lixin Miao. 2019. “Multistage Large-scale Charging Station Planning for Electric Buses Considering Transportation Network and Power Grid.” Transportation Research Part C: Emerging Technologies 107: 423–443.
  • Liu, Qi, Jiahao Liu, Weiwei Le, Zhaoxia Guo, and Zhenggang He. 2019. “Data-Driven Intelligent Location of Public Charging Stations for Electric Vehicles.” Journal of Cleaner Production.
  • Maher, Mike, Ronghui Liu, and Dong Ngoduy. 2013. “Signal Optimisation Using the Cross Entropy Method.” Transportation Research Part C: Emerging Technologies 27: 76–88.
  • Mirchandani, Pitu, Jonathan Adler, and Oli B. G. Madsen. 2014. “New Logistical Issues in Using Electric Vehicle Fleets with Battery Exchange Infrastructure.” Procedia-Social and Behavioral Sciences 108: 3–14.
  • Nava, Marcial. 2017. “The Road Ahead for Electric Vehicles.” BBVA Research 1–8.
  • Ngoduy, Dong, and M Maher. 2011. Cross Entropy Method for a Deterministic Optimal Signalization in an Urban Network. Technical Report.
  • Ngoduy, D, and M. J. Maher. 2012. “Calibration of Second Order Traffic Models Using Continuous Cross Entropy Method.” Transportation Research Part C: Emerging Technologies 24: 102–121.
  • Nozick, L. K. 2001. “The Fixed Charge Facility Location Problem with Coverage Restrictions.” Transportation Research Part E: Logistics and Transportation Review 37 (4): 281–296.
  • Paffumi, Elena, Michele De Gennaro, Giorgio Martini, and Harald Scholz. 2015. “Assessment of the Potential of Electric Vehicles and Charging Strategies to Meet Urban Mobility Requirements.” Transportmetrica A: Transport Science 11 (1): 22–60.
  • ReVelle, Charles S., and Ralph W. Swain. 1970. “Central Facilities Location.” Geographical Analysis 2 (1): 30–42.
  • Riemann, Raffaela, David Z. W. Wang, and Fritz Busch. 2015. “Optimal Location of Wireless Charging Facilities for Electric Vehicles: Flow-capturing Location Model with Stochastic User Equilibrium.” Transportation Research Part C: Emerging Technologies 58: 1–12.
  • Rubinstein, Reuven Y, and Dirk P Kroese. 2004. The Cross-entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning. Springer Science & Business Media.
  • Schroeder, Andreas, and Thure Traber. 2012. “The Economics of Fast Charging Infrastructure for Electric Vehicles.” Energy Policy 43: 136–144.
  • Shen, Zuo-Jun Max, Bo Feng, Chao Mao, and Lun Ran. 2019. “Optimization Models for Electric Vehicle Service Operations: A Literature Review.” Transportation Research Part B: Methodological.
  • Toregas, Constantine, Ralph Swain, Charles ReVelle, and Lawrence Bergman. 1971. “The Location of Emergency Service Facilities.” Operations Research 19 (6): 1363–1373.
  • Upchurch, Christopher, and Michael Kuby. 2010. “Comparing the P-median and Flow-refueling Models for Locating Alternative-fuel Stations.” Journal of Transport Geography 18 (6): 750–758.
  • Upchurch, Christopher, Michael Kuby, and Seow Lim. 2009. “A Model for Location of Capacitated Alternative-fuel Stations.” Geographical Analysis 41 (1): 85–106.
  • Wang, Ying-Wei. 2007. “An Optimal Location Choice Model for Recreation-oriented Scooter Recharge Stations.” Transportation Research Part D: Transport and Environment 12 (3): 231–237.
  • Wang, Ying-Wei. 2008. “Locating Battery Exchange Stations to Serve Tourism Transport: A Note.” Transportation Research Part D: Transport and Environment 13 (3): 193–197.
  • Wang, Ying-Wei, and Chuah-Chih Lin. 2009. “Locating Road-vehicle Refueling Stations.” Transportation Research Part E: Logistics and Transportation Review 45 (5): 821–829.
  • Wang, Ying-Wei, and Chuan-Ren Wang. 2010. “Locating Passenger Vehicle Refueling Stations.” Transportation Research Part E: Logistics and Transportation Review 46 (5): 791–801.
  • Wu, Fei, and Ramteen Sioshansi. 2017. “A Stochastic Flow-capturing Model to Optimize the Location of Fast-charging Stations with Uncertain Electric Vehicle Flows.” Transportation Research Part D: Transport and Environment 53: 354–376.
  • Xie, Chi, and Nan Jiang. 2016. “Relay Requirement and Traffic Assignment of Electric Vehicles.” Computer-Aided Civil and Infrastructure Engineering 31 (8): 580–598.
  • Xu, Min, Qiang Meng, and Kai Liu. 2017. “Network User Equilibrium Problems for the Mixed Battery Electric Vehicles and Gasoline Vehicles Subject to Battery Swapping Stations and Road Grade Constraints.” Transportation Research Part B: Methodological 99: 138–166.
  • Yang, Jie, Jing Dong, and Liang Hu. 2017. “A Data-driven Optimization-based Approach for Siting and Sizing of Electric Taxi Charging Stations.” Transportation Research Part C: Emerging Technologies 77: 462–477.
  • Zhang, Anpeng, Jee Eun Kang, and Changhyun Kwon. 2017. “Incorporating Demand Dynamics in Multi-period Capacitated Fast-charging Location Planning for Electric Vehicles.” Transportation Research Part B: Methodological 103: 5–29.
  • Zhang, Xiang, David Rey, and S. Travis Waller. 2018. “Multitype Recharge Facility Location for Electric Vehicles.” Computer-Aided Civil and Infrastructure Engineering 33 (11): 943–965.
  • Zhang, Xiang, David Rey, S. Travis Waller, and Nathan Chen. 2019. “Range-Constrained Traffic Assignment with Multi-Modal Recharge for Electric Vehicles.” Networks and Spatial Economics 19 (2): 633–668.
  • Zheng, Hong, Xiaozheng He, Yongfu Li, and Srinivas Peeta. 2017. “Traffic Equilibrium and Charging Facility Locations for Electric Vehicles.” Networks and Spatial Economics 17 (2): 435–457.
  • Zhong, R. X., K. Y. Fu, A. Sumalee, D. Ngoduy, and W. H. K. Lam. 2016. “A Cross-entropy Method and Probabilistic Sensitivity Analysis Framework for Calibrating Microscopic Traffic Models.” Transportation Research Part C: Emerging Technologies 63: 147–169.
  • Zhu, Zhi-Hong, Zi-You Gao, Jian-Feng Zheng, and Hao-Ming Du. 2016. “Charging Station Location Problem of Plug-in Electric Vehicles.” Journal of Transport Geography 52: 11–22.

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