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Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot
The traditional medical material distribution management system method lacks systematic analysis and relies heavily on the subjective judgment of related operators, and it is easy to cause excessive or too little inventory, which leads to waste of operating costs. This study builds on a dedicated sy...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004369/ https://www.ncbi.nlm.nih.gov/pubmed/33828823 http://dx.doi.org/10.1155/2021/5511299 |
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author | Yang, Ying Dong, Limin Rong, Hua Wu, Jing |
author_facet | Yang, Ying Dong, Limin Rong, Hua Wu, Jing |
author_sort | Yang, Ying |
collection | PubMed |
description | The traditional medical material distribution management system method lacks systematic analysis and relies heavily on the subjective judgment of related operators, and it is easy to cause excessive or too little inventory, which leads to waste of operating costs. This study builds on a dedicated system for artificial intelligence robot logistics and aims to minimize the total cost of medical material ordering and distribution operations. In addition, in view of the constraints in the actual operation of the hospital, this study uses the concept of the spatiotemporal network to construct an ordering and distribution scheduling planning model of single material certainty, single material stochastic, and multiple material stochastic to help the hospital make optimal decisions and ensure the hospital's continuous and stable operation. In addition, after building the system, this study designs experiments to analyze the performance of this study system. The research shows that the model constructed in this paper has a certain effect and can provide a reference for the follow-up medical material distribution management system. |
format | Online Article Text |
id | pubmed-8004369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-80043692021-04-06 Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot Yang, Ying Dong, Limin Rong, Hua Wu, Jing J Healthc Eng Research Article The traditional medical material distribution management system method lacks systematic analysis and relies heavily on the subjective judgment of related operators, and it is easy to cause excessive or too little inventory, which leads to waste of operating costs. This study builds on a dedicated system for artificial intelligence robot logistics and aims to minimize the total cost of medical material ordering and distribution operations. In addition, in view of the constraints in the actual operation of the hospital, this study uses the concept of the spatiotemporal network to construct an ordering and distribution scheduling planning model of single material certainty, single material stochastic, and multiple material stochastic to help the hospital make optimal decisions and ensure the hospital's continuous and stable operation. In addition, after building the system, this study designs experiments to analyze the performance of this study system. The research shows that the model constructed in this paper has a certain effect and can provide a reference for the follow-up medical material distribution management system. Hindawi 2021-03-19 /pmc/articles/PMC8004369/ /pubmed/33828823 http://dx.doi.org/10.1155/2021/5511299 Text en Copyright © 2021 Ying Yang et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yang, Ying Dong, Limin Rong, Hua Wu, Jing Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title | Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title_full | Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title_fullStr | Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title_full_unstemmed | Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title_short | Optimization on Medical Material Distribution Management System Based on Artificial Intelligence Robot |
title_sort | optimization on medical material distribution management system based on artificial intelligence robot |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004369/ https://www.ncbi.nlm.nih.gov/pubmed/33828823 http://dx.doi.org/10.1155/2021/5511299 |
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