• DocumentCode
    68907
  • Title

    Mathematical Programming Models for Annual and Weekly Bloodmobile Collection Planning

  • Author

    Alfonso, Edgar ; Augusto, Vincent ; Xiaolan Xie

  • Author_Institution
    Centre for Biomed. & Healthcare Eng., Ecole Nat. Super. des Mines de St.-Etienne, St. Etienne, France
  • Volume
    12
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    96
  • Lastpage
    105
  • Abstract
    In this paper, we propose a two-step bloodmobile collection planning framework. The first step is the annual planning to determine weeks of collection at each mobile site in order to ensure regional self-sufficiency of blood supply. The second step is the detailed weekly planning to determine days of collections at each mobile site and to form corresponding transfusion teams. Only key resource requirements are considered for annual planning while detailed resource requirements and transportation times are considered for weekly planning. Two Mixed Integer Programming models are proposed for annual planning by assuming fixed or variable mobile collection frequencies. A new donation forecast model is proposed based on population demographics, donor generosity, and donor availability. A new concept of bloodmobile collection configurations is proposed for compact and efficient mathematical modeling of weekly planning in order to minimize the total working time. Field data from the French Blood Service (EFS) in the Auvergne-Loire Region are used to design numerical experiments and to assess the efficiency of the proposed models.
  • Keywords
    forecasting theory; health care; integer programming; EFS; French blood service; blood supply self-sufficiency; bloodmobile collection planning; donation forecast model; mathematical programming model; mixed integer programming models; two-step bloodmobile collection planning framework; Biological system modeling; Blood; Mathematical model; Medical services; Mobile communication; Planning; Transportation; Bloodmobile collection planning; donation forecast; regional self-sufficiency; transportation time;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2014.2329571
  • Filename
    6843364