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Simulation-optimization model for production planning in the blood supply chain.
Osorio, Andres F; Brailsford, Sally C; Smith, Honora K; Forero-Matiz, Sonia P; Camacho-Rodríguez, Bernardo A.
Afiliación
  • Osorio AF; Southampton Business School, University of Southampton, Southampton, SO17 1BJ, UK. Afo1e13@soton.ac.uk.
  • Brailsford SC; Universidad Icesi, Calle 18 No. 122 - 135, Cali, Colombia. Afo1e13@soton.ac.uk.
  • Smith HK; Southampton Business School, University of Southampton, Southampton, SO17 1BJ, UK.
  • Forero-Matiz SP; Mathematical Sciences, University of Southampton, Southampton, SO17 1BJ, UK.
  • Camacho-Rodríguez BA; Hemocentro Distrital, Cra. 32 No 12 - 81, Bogotá, Colombia.
Health Care Manag Sci ; 20(4): 548-564, 2017 Dec.
Article en En | MEDLINE | ID: mdl-27262292
Production planning in the blood supply chain is a challenging task. Many complex factors such as uncertain supply and demand, blood group proportions, shelf life constraints and different collection and production methods have to be taken into account, and thus advanced methodologies are required for decision making. This paper presents an integrated simulation-optimization model to support both strategic and operational decisions in production planning. Discrete-event simulation is used to represent the flows through the supply chain, incorporating collection, production, storing and distribution. On the other hand, an integer linear optimization model running over a rolling planning horizon is used to support daily decisions, such as the required number of donors, collection methods and production planning. This approach is evaluated using real data from a blood center in Colombia. The results show that, using the proposed model, key indicators such as shortages, outdated units, donors required and cost are improved.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Bancos de Sangre / Modelos Organizacionales / Almacenamiento de Sangre Tipo de estudio: Evaluation_studies / Prognostic_studies Límite: Humans País/Región como asunto: America do sul / Colombia Idioma: En Revista: Health Care Manag Sci Asunto de la revista: SERVICOS DE SAUDE Año: 2017 Tipo del documento: Article Pais de publicación: Países Bajos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Bancos de Sangre / Modelos Organizacionales / Almacenamiento de Sangre Tipo de estudio: Evaluation_studies / Prognostic_studies Límite: Humans País/Región como asunto: America do sul / Colombia Idioma: En Revista: Health Care Manag Sci Asunto de la revista: SERVICOS DE SAUDE Año: 2017 Tipo del documento: Article Pais de publicación: Países Bajos