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Using Hierarchical Facility Location, Single Facility Approach, and GIS in Carsharing Services

Author

Listed:
  • Mariana de Oliveira Lage

    (Institute of Energy and Environment, University of São Paulo, São Paulo 05508-010, Brazil)

  • Cláudia Aparecida Soares Machado

    (Department of Transportation Engineering, Polytechnic School, University of São Paulo, São Paulo 05508-070, Brazil)

  • Cristiano Martins Monteiro

    (Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte 31270-901, Brazil)

  • Clodoveu Augusto Davis

    (Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte 31270-901, Brazil)

  • Charles Lincoln Kenji Yamamura

    (Department of Production Engineering, Polytechnic School, University of São Paulo, São Paulo 05508-010, Brazil)

  • Fernando Tobal Berssaneti

    (Department of Production Engineering, Polytechnic School, University of São Paulo, São Paulo 05508-010, Brazil)

  • José Alberto Quintanilha

    (Institute of Energy and Environment, University of São Paulo, São Paulo 05508-010, Brazil)

Abstract

In the last few years, vehicle sharing has driven a gradual switch from ownership-based private mobility to service usage as a sustainable urban transport alternative. A significant number of cities have implemented mobility sharing programs. Shared transport reduces both traffic congestion, and the need for parking space, decreasing the number of vehicles on the road. The optimization of shared mobility service sites increases potential user access, reduces transportation costs, and augments demand for this transportation modality. Car sharing is a mobility concept where the usage of a vehicle fleet is shared among several people. This is a relatively new concept of transport, with short vehicle rental periods. It provides the convenience of private vehicles without additional charges. A key success factor is the location of sharing stations. The study presented here refers to a car sharing service to be operated by a carmaker in the city of São Paulo (Brazil). This article aims to identify and to select the best places to establish sharing stations within the company’s dealer and servicing network. A geographic information system (GIS) calculates spatial distribution of potential trip demand. Two models of hierarchical facility location are used to determine ideal station locations. It also suggests potential local partners to house car-sharing stations, such as hotels and private car parks. Voronoi diagrams support the location task. The recent rediscovery of Weber’s classic unique facility location problem has also been applied. The selection criterion was to maximize demand and hence operator profit, while minimizing obstacles like the distance to stations.

Suggested Citation

  • Mariana de Oliveira Lage & Cláudia Aparecida Soares Machado & Cristiano Martins Monteiro & Clodoveu Augusto Davis & Charles Lincoln Kenji Yamamura & Fernando Tobal Berssaneti & José Alberto Quintanilh, 2021. "Using Hierarchical Facility Location, Single Facility Approach, and GIS in Carsharing Services," Sustainability, MDPI, vol. 13(22), pages 1-13, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12704-:d:680937
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    References listed on IDEAS

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    1. Shaheen, Susan & Sperling, Daniel & Wagner, Conrad, 1998. "Carsharing in Europe and North American: Past, Present, and Future," University of California Transportation Center, Working Papers qt4gx4m05b, University of California Transportation Center.
    2. Schaefers, Tobias, 2013. "Exploring carsharing usage motives: A hierarchical means-end chain analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 47(C), pages 69-77.
    3. Efthymiou, Dimitrios & Antoniou, Constantinos & Waddell, Paul, 2013. "Factors affecting the adoption of vehicle sharing systems by young drivers," Transport Policy, Elsevier, vol. 29(C), pages 64-73.
    4. Murray, Alan T. & Church, Richard L. & Feng, Xin, 2020. "Single facility siting involving allocation decisions," European Journal of Operational Research, Elsevier, vol. 284(3), pages 834-846.
    5. Namazu, Michiko & Dowlatabadi, Hadi, 2018. "Vehicle ownership reduction: A comparison of one-way and two-way carsharing systems," Transport Policy, Elsevier, vol. 64(C), pages 38-50.
    6. Cláudia A. Soares Machado & Nicolas Patrick Marie De Salles Hue & Fernando Tobal Berssaneti & José Alberto Quintanilha, 2018. "An Overview of Shared Mobility," Sustainability, MDPI, vol. 10(12), pages 1-21, November.
    7. Shaheen, Susan & Sperling, Daniel & Wagner, Conrad, 1998. "Carsharing in Europe and North American: Past, Present, and Future," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt4gx4m05b, Institute of Transportation Studies, UC Berkeley.
    8. Melkote, Sanjay & Daskin, Mark S., 2001. "An integrated model of facility location and transportation network design," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(6), pages 515-538, July.
    9. Karatas, Mumtaz, 2017. "A multi-objective facility location problem in the presence of variable gradual coverage performance and cooperative cover," European Journal of Operational Research, Elsevier, vol. 262(3), pages 1040-1051.
    10. Schilling, D. A. & Rosing, K. E. & ReVelle, C. S., 2000. "Network distance characteristics that affect computational effort in p-median location problems," European Journal of Operational Research, Elsevier, vol. 127(3), pages 525-536, December.
    11. Shaheen, Susan A., 1999. "Dynamics in Behavioral Adaptation to a Transportation Innovation: A Case Study of Carlink-A Smart Carsharing System," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9w53q5xq, Institute of Transportation Studies, UC Berkeley.
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