{"title":"血车采集系统的战术规划","authors":"E. Alfonso, V. Augusto, Xiaolan Xie","doi":"10.1109/CoASE.2013.6653957","DOIUrl":null,"url":null,"abstract":"This paper addresses the problem of tactical planning of mobile whole blood collection in a region in order to guarantee the regional self-sufficiency over a yearly planning horizon. Two MILP models (Mixed integer linear programming) are proposed is to determine when a mobile collection must be organized at a location by taking into account human resource capacity, stock level and regulation constraints. The first model evaluates a collection plan where the number of mobile collections at each location is given. The second model has additional decision of the number of collections at each location and evaluates the amount of blood collected by taking into account demographics, donor generosity and donor availability. Numerical experiments are then performed to assess the efficiency of the proposed models with field data from the French Blood Service (EFS, Etablissement Français du Sang) in the Auvergne-Loire Region.","PeriodicalId":191166,"journal":{"name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","volume":"403 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Tactical planning of bloodmobile collection systems\",\"authors\":\"E. Alfonso, V. Augusto, Xiaolan Xie\",\"doi\":\"10.1109/CoASE.2013.6653957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses the problem of tactical planning of mobile whole blood collection in a region in order to guarantee the regional self-sufficiency over a yearly planning horizon. Two MILP models (Mixed integer linear programming) are proposed is to determine when a mobile collection must be organized at a location by taking into account human resource capacity, stock level and regulation constraints. The first model evaluates a collection plan where the number of mobile collections at each location is given. The second model has additional decision of the number of collections at each location and evaluates the amount of blood collected by taking into account demographics, donor generosity and donor availability. Numerical experiments are then performed to assess the efficiency of the proposed models with field data from the French Blood Service (EFS, Etablissement Français du Sang) in the Auvergne-Loire Region.\",\"PeriodicalId\":191166,\"journal\":{\"name\":\"2013 IEEE International Conference on Automation Science and Engineering (CASE)\",\"volume\":\"403 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE International Conference on Automation Science and Engineering (CASE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CoASE.2013.6653957\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CoASE.2013.6653957","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
摘要
本文研究了区域流动全血采集的战术规划问题,以保证区域在年度规划范围内的自给自足。提出了两个混合整数线性规划(MILP)模型,通过考虑人力资源能力、库存水平和监管约束,确定何时必须在一个地点组织移动收集。第一个模型评估一个收集计划,其中每个地点的移动收集数量是给定的。第二个模型对每个地点的采血次数进行了额外的决定,并通过考虑人口统计、献血者的慷慨程度和献血者的可用性来评估采血量。然后用来自法国血液服务(EFS, Etablissement franais du Sang)在奥弗涅-卢瓦尔大区的现场数据进行数值实验,以评估所提出模型的效率。
Tactical planning of bloodmobile collection systems
This paper addresses the problem of tactical planning of mobile whole blood collection in a region in order to guarantee the regional self-sufficiency over a yearly planning horizon. Two MILP models (Mixed integer linear programming) are proposed is to determine when a mobile collection must be organized at a location by taking into account human resource capacity, stock level and regulation constraints. The first model evaluates a collection plan where the number of mobile collections at each location is given. The second model has additional decision of the number of collections at each location and evaluates the amount of blood collected by taking into account demographics, donor generosity and donor availability. Numerical experiments are then performed to assess the efficiency of the proposed models with field data from the French Blood Service (EFS, Etablissement Français du Sang) in the Auvergne-Loire Region.