Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1782283523183345664 |
---|---|
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. |
format | Online Article Text |
id | pubmed-3766513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT alnahhalmohammed efficientmaterialflowinmixedmodelassemblylines AT nochebernd efficientmaterialflowinmixedmodelassemblylines |