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Optimizing Fire Station Locations for the Istanbul Metropolitan Municipality

Author

Listed:
  • Emel Aktaş

    (Brunel Business School, Brunel University, Uxbridge, Middlesex UB8 3PH, United Kingdom)

  • Özay Özaydın

    (Department of Industrial Engineering, Dogus University, Istanbul 34722, Turkey)

  • Burçin Bozkaya

    (Sabancı School of Management, Sabancı University, Istanbul 34956, Turkey)

  • Füsun Ülengin

    (Department of Industrial Engineering, Dogus University, Istanbul 34722, Turkey)

  • Şule Önsel

    (Department of Industrial Engineering, Dogus University, Istanbul 34722, Turkey)

Abstract

The Istanbul Metropolitan Municipality (IMM) seeks to determine locations for additional fire stations to build in Istanbul; its objective is to make residences and historic sites reachable by emergency vehicles within five minutes of a fire station’s receipt of a service request. In this paper, we discuss our development of a mathematical model to aid IMM in determining these locations by using data retrieved from its fire incident records. We use a geographic information system to implement the model on Istanbul’s road network, and solve two location models—set-covering and maximal-covering—as what-if scenarios. We discuss 10 scenarios, including the situation that existed when we initiated the project and the scenario that IMM implemented. The scenario implemented increases the city’s fire station coverage from 58.6 percent to 85.9 percent, based on a five-minute response time, with an implementation plan that spans three years.

Suggested Citation

  • Emel Aktaş & Özay Özaydın & Burçin Bozkaya & Füsun Ülengin & Şule Önsel, 2013. "Optimizing Fire Station Locations for the Istanbul Metropolitan Municipality," Interfaces, INFORMS, vol. 43(3), pages 240-255, May-June.
    • Handle: RePEc:inm:orinte:v:43:y:2013:i:3:p:240-255
    DOI: 10.1287/inte.1120.0671
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    References listed on IDEAS

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    1. Doeksen, Gerald A. & Oehrtman, Robert L., 1976. "Optimum Locations For A Rural Fire System: A Study Of Major County, Oklahoma," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 8(2), pages 1-7, December.
    2. Badri, Masood A. & Mortagy, Amr K. & Alsayed, Colonel Ali, 1998. "A multi-objective model for locating fire stations," European Journal of Operational Research, Elsevier, vol. 110(2), pages 243-260, October.
    3. Trevor Hale & Christopher Moberg, 2003. "Location Science Research: A Review," Annals of Operations Research, Springer, vol. 123(1), pages 21-35, October.
    4. Sorensen, Paul & Church, Richard, 2010. "Integrating expected coverage and local reliability for emergency medical services location problems," Socio-Economic Planning Sciences, Elsevier, vol. 44(1), pages 8-18, March.
    5. Constantine Toregas & Ralph Swain & Charles ReVelle & Lawrence Bergman, 1971. "The Location of Emergency Service Facilities," Operations Research, INFORMS, vol. 19(6), pages 1363-1373, October.
    6. Margaret L. Brandeau & Samuel S. Chiu, 1989. "An Overview of Representative Problems in Location Research," Management Science, INFORMS, vol. 35(6), pages 645-674, June.
    7. S. Salhi & M.D.H. Gamal, 2003. "A Genetic Algorithm Based Approach for the Uncapacitated Continuous Location–Allocation Problem," Annals of Operations Research, Springer, vol. 123(1), pages 203-222, October.
    8. Owen, Susan Hesse & Daskin, Mark S., 1998. "Strategic facility location: A review," European Journal of Operational Research, Elsevier, vol. 111(3), pages 423-447, December.
    9. Donald R. Plane & Thomas E. Hendrick, 1977. "Mathematical Programming and the Location of Fire Companies for the Denver Fire Department," Operations Research, INFORMS, vol. 25(4), pages 563-578, August.
    10. Kathleen Hogan & Charles ReVelle, 1986. "Concepts and Applications of Backup Coverage," Management Science, INFORMS, vol. 32(11), pages 1434-1444, November.
    11. N Görmez & M Köksalan & F S Salman, 2011. "Locating disaster response facilities in Istanbul," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1239-1252, July.
    12. Doeksen, Gerald A. & Oehrtman, Robert L., 1976. "Optimum Locations for a Rural Fire System: A Study of Major County, Oklahoma," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 8(2), pages 121-127, December.
    13. George C. Moore & Charles ReVelle, 1982. "The Hierarchical Service Location Problem," Management Science, INFORMS, vol. 28(7), pages 775-780, July.
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