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Research Article

A scenario-based stochastic programming approach for the public charging station location problem

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Pages 340-367 | Received 18 Jan 2021, Accepted 19 Oct 2021, Published online: 22 Nov 2021

References

  • Alfieri, Arianna, Tullio Tolio, and Marcello Urgo. 2012. “A Two-Stage Stochastic Programming Project Scheduling Approach to Production Planning.” The International Journal of Advanced Manufacturing Technology 62: 279–290.
  • An, Kun. 2020. “Battery Electric Bus Infrastructure Planning Under Demand Uncertainty.” Transportation Research Part C: Emerging Technologies 111: 572–587.
  • An, Kun, Wentao Jing, and Inhi Kim. 2020. “Battery-Swapping Facility Planning for Electric Buses with Local Charging Systems.” International Journal of Sustainable Transportation 14 (7): 489–502.
  • Arentze, Theo A., and Harry J. P. Timmermans. 2004. “A Learning-Based Transportation Oriented Simulation System.” Transportation Research Part B: Methodological 38 (7): 613–633.
  • Arentze, Theo A., and Harry J. P. Timmermans. 2005. Albatross Version 2: A Learning-Based Transportation Oriented Simulation System. Eindhoven: European Institute of Retailing and Services Studies.
  • Arentze, Theo A., and Harry J. P. Timmermans. 2009. “A Need-Based Model of Multi-Day, Multi-Person Activity Generation.” Transportation Research Part B: Methodological 43 (2): 251–265.
  • Arentze, Theo A., Harry J. P. Timmermans, and Frank Hofman. 2007. “Creating Synthetic Household Populations: Problems and Approach.” Transportation Research Record 2014 (1): 85–91.
  • Auld, Joshua, Taha Hossein Rashidi, Mahmoud Javanmardi, and Abolfazl Mohammadian. 2011. “Dynamic Activity Generation Model Using Competing Hazard Formulation.” Transportation Research Record 2254 (1): 28–35.
  • Berman, Oded, Richard C. Larson, and Nikoletta Fouska. 1992. “Optimal Location of Discretionary Service Facilities.” Transportation Science 26 (3): 201–211.
  • Birge, John R. 1982. “The Value of the Stochastic Solution in Stochastic Linear Programs with Fixed Recourse.” Mathematical Programming 24 (1): 314–325.
  • Birge, John R., and Francois Louveaux. 2011. Introduction to Stochastic Programming. 2nd ed. New York: Springer-Verlag.
  • Bisschop, Johannes. 2006. AIMMS Optimization Modeling. Morrisville, NC: Lulu.com.
  • 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.
  • Çalık, Hatice, and Bernard Fortz. 2019. “A Benders Decomposition Method for Locating Stations in a One-Way Electric Car Sharing System Under Demand Uncertainty.” Transportation Research Part B: Methodological 125: 121–150.
  • Chang, Winston, Joe Cheng, J. J. Allaire, Yihui Xie, and Jonathan McPherson. 2018. “Shiny: Web Application Framework for R.” R Package Version 1.1.0. https://CRAN.R-project.org/package=shiny.
  • Chen, T. Donna, Kara M. Kockelman, and Moby Khan. 2013. “Locating Electric Vehicle Charging Stations: Parking-Based Assignment Method for Seattle, Washington.” Transportation Research Record 2385 (1): 28–36.
  • Chung, Sung Hoon, and Changhyun Kwon. 2015. “Multi-Period Planning for Electric Car Charging Station Locations: A Case of Korean Expressways.” European Journal of Operational Research 242 (2): 677–687.
  • Cirillo, Cinzia, and Kay W. Axhausen. 2010. “Dynamic Model of Activity-Type Choice and Scheduling.” Transportation 37: 15–38.
  • Correia, Isabel, and Francisco Saldanha da Gama. 2019. “Facility Location Under Uncertainty.” In Location Science. 2nd ed., edited by Gilbert Laporte, Stefan Nickel, and Francisco Saldanha da Gama, 185–213. New York: Springer.
  • Der Kiureghian, Armen, and Ove Ditlevsen. 2009. “Aleatory or Epistemic? Does It Matter?” Structural Safety 31 (2): 105–112.
  • Di Domenica, Nico, Gautam Mitra, Patrick Valente, and George Birbilis. 2007. “Stochastic Programming and Scenario Generation Within a Simulation Framework: An Information Systems Perspective.” Decision Support Systems 42 (4): 2197–2218.
  • Dupačová, Jitka, Giorgio Consigli, and Stein W. Wallace. 2000. “Scenarios for Multistage Stochastic Programs.” Annals of Operations Research 100: 25–53.
  • Faridimehr, Sina, Saravanan Venkatachalam, and Ratna Babu Chinnam. 2018. “A Stochastic Programming Approach for Electric Vehicle Charging Network Design.” IEEE Transactions on Intelligent Transportation Systems 20 (5): 1870–1882.
  • Frade, Inês, Anabela Ribeiro, Gonçalo Gonçalves, and António Pais Antunes. 2011. “Optimal Location of Charging Stations for Electric Vehicles in a Neighborhood in Lisbon, Portugal.” Transportation Research Record 2252 (1): 91–98.
  • Gemeente Eindhoven. 2019. “Eindhoven Open Data – Oplaadpalen.” Accessed April 14, 2019. https://data.eindhoven.nl/explore/dataset/oplaadpalen/.
  • Ghamami, Mehrnaz, Yu Nie, and Ali Zockaie. 2016. “Planning Charging Infrastructure for Plug-In Electric Vehicles in City Centers.” International Journal of Sustainable Transportation 10 (4): 343–353.
  • Giménez-Gaydou, Diego A., Anabela Sn Ribeiro, Javier Gutiérrez, and António Pais Antunes. 2016. “Optimal Location of Battery Electric Vehicle Charging Stations in Urban Areas: A New Approach.” International Journal of Sustainable Transportation 10 (5): 393–405.
  • He, Fang, Yafeng Yin, and Siriphong Lawphongpanich. 2014. “Network Equilibrium Models with Battery Electric Vehicles.” Transportation Research Part B: Methodological 67: 306–319.
  • Hodgson, M. John. 1990. “A Flow-Capturing Location-Allocation Model.” Geographical Analysis 22 (3): 270–279.
  • Kaut, Michal, and Stein W. Wallace. 2007. “Evaluation of Scenario-Generation Methods for Stochastic Programming.” Pacific Journal of Optimization 3 (2): 257–271.
  • Kim, Seheon, Soora Rasouli, Harry J. P. Timmermans, and Dujuan Yang. 2018. “Estimating Panel Effects in Probabilistic Representations of Dynamic Decision Trees Using Bayesian Generalized Linear Mixture Models.” Transportation Research Part B: Methodological 111: 168–184.
  • Kim, Seheon, Dujuan Yang, Soora Rasouli, and Harry J. P. Timmermans. 2017. “Heterogeneous Hazard Model of PEV Users Charging Intervals: Analysis of Four Year Charging Transactions Data.” Transportation Research Part C: Emerging Technologies 82: 248–260.
  • Knight, Frank H. 1921. Uncertainty Risk, and Profit. New York: Hart, Schaffner & Marx.
  • Ko, Joonho, Daejin Kim, Daisik Nam, and Taekyung Lee. 2017. “Determining Locations of Charging Stations for Electric Taxis Using Taxi Operation Data.” Transportation Planning and Technology 40 (4): 420–433.
  • Kuby, Michael. 2019. “The Opposite of Ubiquitous: How Early Adopters of Fast-Filling Alt-Fuel Vehicles Adapt to the Sparsity of Stations.” Journal of Transport Geography 75: 46–57.
  • Kuby, Michael, and Seow Lim. 2005. “The Flow-Refueling Location Problem for Alternative-Fuel Vehicles.” Socio-Economic Planning Sciences 39 (2): 125–145.
  • Mobidot B.V. 2017. Sesamo (Version 1.3.4) [Mobile App]. Downloaded January 3, 2017. https://itunes.apple.com/.
  • Pantuso, Giovanni, Kjetil Fagerholt, and Stein W. Wallace. 2016. “Uncertainty in Fleet Renewal: A Case from Maritime Transportation.” Transportation Science 50 (2): 390–407.
  • Plötz, Patrick, Uta Schneider, Joachim Globisch, and Elisabeth Dütschke. 2014. “Who Will Buy Electric Vehicles? Identifying Early Adopters in Germany.” Transportation Research Part A: Policy and Practice 67: 96–109.
  • Rasouli, Soora, Seheon Kim, and Dujuan Yang. 2018. “Albatross IV: From Single Day to Multi Time Horizon Travel Demand Forecasting.” Paper Presented at the Transportation Research Board 97th Annual Meeting, 18-00460, Washington, DC.
  • Rasouli, Soora, and Harry J. P. Timmermans. 2012. “Uncertainty in Travel Demand Forecasting Models: Literature Review and Research Agenda.” Transportation Letters 4 (1): 55–73.
  • 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.
  • Rosenhead, Jonathan, Martin Elton, and Shiv K. Gupta. 1972. “Robustness and Optimality as Criteria for Strategic Decisions.” Journal of the Operational Research Society 23 (4): 413–431.
  • Seddig, Katrin, Patrick Jochem, and Wolf Fichtner. 2019. “Two-Stage Stochastic Optimization for Cost-Minimal Charging of Electric Vehicles at Public Charging Stations with Photovoltaics.” Applied Energy 242: 769–781.
  • Smith, Margaret, and Jonathan Castellano. 2015. Costs Associated with Non-Residential Electric Vehicle Supply Equipment: Factors to Consider in the Implementation of Electric Vehicle Charging Stations. Technical Report DOE/EE-1289. US Department of Energy. https://afdc.energy.gov/files/u/publication/evse_cost_report_2015.pdf.
  • Snyder, Lawrence V. 2006. “Facility Location Under Uncertainty: A Review.” IIE Transactions 38 (7): 547–564.
  • Speiser, Jaime Lynn, Bethany J. Wolf, Dongjun Chung, Constantine J. Karvellas, David G. Koch, and Valerie L. Durkalski. 2019. “BIMM Forest: A Random Forest Method for Modeling Clustered and Longitudinal Binary Outcomes.” Chemometrics and Intelligent Laboratory Systems 185: 122–134.
  • Speiser, Jaime Lynn, Bethany J. Wolf, Dongjun Chung, Constantine J. Karvellas, David G. Koch, and Valerie L. Durkalski. 2020. “BIMM Tree: A Decision Tree Method for Modeling Clustered and Longitudinal Binary Outcomes.” Communications in Statistics-Simulation and Computation 49 (4): 1004–1023.
  • Thomas, Tom, Karst T. Geurs, Johan Koolwaaij, and Marcel Bijlsma. 2018. “Automatic Trip Detection with the Dutch Mobile Mobility Panel: Towards Reliable Multiple-Week Trip Registration for Large Samples.” Journal of Urban Technology 25 (2): 143–161.
  • 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, 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.
  • Yıldız, Barış, Evren Olcaytu, and Ahmet Şen. 2019. “The Urban Recharging Infrastructure Design Problem with Stochastic Demands and Capacitated Charging Stations.” Transportation Research Part B: Methodological 119: 22–44.
  • 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.