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Re-design of a blood supply chain organization with mobile units
This research analyses the re-organization of a blood supply chain organization. Blood supply chain network design is a hard problem. Uncertainties of the blood supply and demand, perishability of blood over time and compatibility of blood types are some factors that make the problem difficult. This...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7890397/ https://www.ncbi.nlm.nih.gov/pubmed/33619428 http://dx.doi.org/10.1007/s00500-021-05618-3 |
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author | Karadağ, İlker Keskin, Muhammed Emre Yiğit, Vecihi |
author_facet | Karadağ, İlker Keskin, Muhammed Emre Yiğit, Vecihi |
author_sort | Karadağ, İlker |
collection | PubMed |
description | This research analyses the re-organization of a blood supply chain organization. Blood supply chain network design is a hard problem. Uncertainties of the blood supply and demand, perishability of blood over time and compatibility of blood types are some factors that make the problem difficult. This paper presents a novel multi-objective mixed-integer location-allocation model for a blood supply chain design problem. Unlike many studies on blood supply chain design in the literature, supply chain network consisting of mobile and permanent units is planned together effectively with our mixed-integer programming model. Multi-objective structure of the model minimizes distances between the blood supply chain elements and the length of the mobile unit routes. The objectives are prioritized by experts using the Analytical Hierarchical Process. Finally, the model is implemented on a real life case study using real data from the Eastern Anatolia region of Turkey for various supply demand scenarios. The solutions offered by the model are compared with the current situation in the region. It is shown that the proposed model gives at least %25 more effective solutions. Moreover, sensitivity analysis on the budget constraint is conducted, and robustness of the model is empirically illustrated. |
format | Online Article Text |
id | pubmed-7890397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-78903972021-02-18 Re-design of a blood supply chain organization with mobile units Karadağ, İlker Keskin, Muhammed Emre Yiğit, Vecihi Soft comput Methodologies and Application This research analyses the re-organization of a blood supply chain organization. Blood supply chain network design is a hard problem. Uncertainties of the blood supply and demand, perishability of blood over time and compatibility of blood types are some factors that make the problem difficult. This paper presents a novel multi-objective mixed-integer location-allocation model for a blood supply chain design problem. Unlike many studies on blood supply chain design in the literature, supply chain network consisting of mobile and permanent units is planned together effectively with our mixed-integer programming model. Multi-objective structure of the model minimizes distances between the blood supply chain elements and the length of the mobile unit routes. The objectives are prioritized by experts using the Analytical Hierarchical Process. Finally, the model is implemented on a real life case study using real data from the Eastern Anatolia region of Turkey for various supply demand scenarios. The solutions offered by the model are compared with the current situation in the region. It is shown that the proposed model gives at least %25 more effective solutions. Moreover, sensitivity analysis on the budget constraint is conducted, and robustness of the model is empirically illustrated. Springer Berlin Heidelberg 2021-02-18 2021 /pmc/articles/PMC7890397/ /pubmed/33619428 http://dx.doi.org/10.1007/s00500-021-05618-3 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Methodologies and Application Karadağ, İlker Keskin, Muhammed Emre Yiğit, Vecihi Re-design of a blood supply chain organization with mobile units |
title | Re-design of a blood supply chain organization with mobile units |
title_full | Re-design of a blood supply chain organization with mobile units |
title_fullStr | Re-design of a blood supply chain organization with mobile units |
title_full_unstemmed | Re-design of a blood supply chain organization with mobile units |
title_short | Re-design of a blood supply chain organization with mobile units |
title_sort | re-design of a blood supply chain organization with mobile units |
topic | Methodologies and Application |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7890397/ https://www.ncbi.nlm.nih.gov/pubmed/33619428 http://dx.doi.org/10.1007/s00500-021-05618-3 |
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