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A DSS to manage platelet production supply chain for regional blood centers

机译:DSS管理区域性血液中心的血小板生产供应链

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摘要

This paper presents a prototype decision support system for platelet production and blood mobile scheduling for a regional blood center. Unlike whole blood cells, platelets have a very short shelf life, which requires matching demand and supply closely. This is achieved by an efficient supply chain DSS that is optimized for delivery of platelets from production centers to transfusion centers, typically hospitals. One of the critical elements of the DSS is an embedded non-convex integer optimization model that assists the regional blood center manager to schedule the shuttle transportation of whole blood from collection sites to the regional processing center. The proposed non-convex integer model is transformed to a linear 0-1 problem using a two-step conversion process. The transformed model is successfully solved and the optimal solution is reached for the test data. An application of the integrated DSS using data from a regional blood center is described. The results suggest that the proposed DSS better meets the daily demand by producing a superior production plan and mobile assignment schedule.
机译:本文提出了用于区域血液中心血小板生产和血液流动调度的原型决策支持系统。与全血细胞不同,血小板的保质期非常短,这就需要紧密匹配需求和供应。这是通过有效的供应链DSS实现的,该供应链DSS经过优化,可将血小板从生产中心输送到输血中心(通常是医院)。 DSS的关键要素之一是嵌入式非凸整数优化模型,该模型可协助区域血液中心经理安排全血从采集点到区域处理中心的穿梭运输。使用两步转换过程将提出的非凸整数模型转换为线性0-1问题。成功地解决了转换后的模型,并为测试数据找到了最佳解决方案。描述了使用来自区域血液中心的数据的集成DSS的应用。结果表明,拟议的DSS通过制定出色的生产计划和移动分配时间表来更好地满足日常需求。

著录项

  • 来源
    《Decision support systems》 |2010年第1期|p.32-42|共11页
  • 作者单位

    Business Information Technology, Virginia Polytechnic Institute and State University, 7054 Haycock Road, Suite 341, Falls Church, VA 22043, United States;

    Accounting and Information Systems, Pamplin College of Business, 7054 Haycock Road, Virginia Tech, Falls Church. VA 22043, United States;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    platelet supply management; DSS; integer nonlinear programming; blood bank DSS;

    机译:血小板供应管理;DSS;整数非线性规划血库DSS;
  • 入库时间 2022-08-18 02:14:09

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