Simulation- optimisation approach to support management of blood components inventory

被引:0
|
作者
Magalhaes, Virginia Silva [1 ]
Pinto, Luiz Ricardo [1 ]
Rodrigues, Lasara Fabricia [1 ,3 ]
Blake, John T. [2 ]
机构
[1] Univ Fed Minas Gerais, Dept Prod Engn, Belo Horizonte, Romania
[2] Ctr Innovat, Canadian Blood Serv, Ottawa, ON, Canada
[3] Univ Fed Minas Gerais, Ave Antonio Carlos, BR-31270901 Belo Horizonte, MG, Brazil
关键词
Blood supply chain; inventory management; Red blood cells; simulation-optimization; SUPPLY-AND-DEMAND; PLATELET PRODUCTION; CHAIN; HOSPITALS; EVALUATE; POLICIES; NETWORK; SYSTEM; MODEL;
D O I
10.1080/17477778.2023.2293861
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Blood supply chains (BSCs) face challenges in managing the production and inventory of blood components. We developed a simulation-optimisation approach to address inventory of blood products in blood supply chains. This approach can determine inventory size and replenishment points for blood products that balances supply and demand, while maintaining acceptable levels of wastage and shortage. A simulation methodology is used to represent the complexities in the inventory management of blood components. An optimisation module, coupled with the simulation, is used to address constraints related to waste, shortages, and inventory levels. The approach was verified and validated using a case study conducted in a blood bank in Brazil managing a supply of Red Blood Cells (RBCs). The approach proved to be suitable for the case analyzed and results suggest that 120 units is adequate to meet the demand for RBCs, while maintaining acceptable levels of shortages and wastages.
引用
收藏
页码:671 / 686
页数:16
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