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Efficient material flow in mixed model assembly lines

In this study, material flow from decentralized supermarkets to stations in mixed model assembly lines using tow (tugger) trains is investigated. Train routing, scheduling, and loading problems are investigated in parallel to minimize the number of trains, variability in loading and in routes length...

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Detalles Bibliográficos
Autores principales: Alnahhal, Mohammed, Noche, Bernd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3766513/
https://www.ncbi.nlm.nih.gov/pubmed/24024101
http://dx.doi.org/10.1186/2193-1801-2-415
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author Alnahhal, Mohammed
Noche, Bernd
author_facet Alnahhal, Mohammed
Noche, Bernd
author_sort Alnahhal, Mohammed
collection PubMed
description In this study, material flow from decentralized supermarkets to stations in mixed model assembly lines using tow (tugger) trains is investigated. Train routing, scheduling, and loading problems are investigated in parallel to minimize the number of trains, variability in loading and in routes lengths, and line-side inventory holding costs. The general framework for solving these problems in parallel contains analytical equations, Dynamic Programming (DP), and Mixed Integer Programming (MIP). Matlab in conjunction with LP-solve software was used to formulate the problem. An example was presented to explain the idea. Results which were obtained in very short CPU time showed the effect of using time buffer among routes on the feasible space and on the optimal solution. Results also showed the effect of the objective, concerning reducing the variability in loading, on the results of routing, scheduling, and loading. Moreover, results showed the importance of considering the maximum line-side inventory beside the capacity of the train in the same time in finding the optimal solution.
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spelling pubmed-37665132013-09-10 Efficient material flow in mixed model assembly lines Alnahhal, Mohammed Noche, Bernd Springerplus Research In this study, material flow from decentralized supermarkets to stations in mixed model assembly lines using tow (tugger) trains is investigated. Train routing, scheduling, and loading problems are investigated in parallel to minimize the number of trains, variability in loading and in routes lengths, and line-side inventory holding costs. The general framework for solving these problems in parallel contains analytical equations, Dynamic Programming (DP), and Mixed Integer Programming (MIP). Matlab in conjunction with LP-solve software was used to formulate the problem. An example was presented to explain the idea. Results which were obtained in very short CPU time showed the effect of using time buffer among routes on the feasible space and on the optimal solution. Results also showed the effect of the objective, concerning reducing the variability in loading, on the results of routing, scheduling, and loading. Moreover, results showed the importance of considering the maximum line-side inventory beside the capacity of the train in the same time in finding the optimal solution. Springer International Publishing 2013-08-28 /pmc/articles/PMC3766513/ /pubmed/24024101 http://dx.doi.org/10.1186/2193-1801-2-415 Text en © Alnahhal and Noche; licensee Springer. 2013 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Alnahhal, Mohammed
Noche, Bernd
Efficient material flow in mixed model assembly lines
title Efficient material flow in mixed model assembly lines
title_full Efficient material flow in mixed model assembly lines
title_fullStr Efficient material flow in mixed model assembly lines
title_full_unstemmed Efficient material flow in mixed model assembly lines
title_short Efficient material flow in mixed model assembly lines
title_sort efficient material flow in mixed model assembly lines
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3766513/
https://www.ncbi.nlm.nih.gov/pubmed/24024101
http://dx.doi.org/10.1186/2193-1801-2-415
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