Cargando…
Simulation and optimization of scrap wagon dismantling system based on Plant Simulation
Based on the existing plant layout and process flow, a simulation analysis was conducted using the Plant Simulation platform with the utilization efficiency of each station and production capacity of the dismantling system as indicators. A problem with long-term suspension in the disassembly process...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126191/ https://www.ncbi.nlm.nih.gov/pubmed/37093402 http://dx.doi.org/10.1186/s42492-023-00134-7 |
_version_ | 1785030184760508416 |
---|---|
author | Chen, Hai-Qing Dong, Yu-De Hu, Fei Liu, Ming-Ming Zhang, Shi-Bao |
author_facet | Chen, Hai-Qing Dong, Yu-De Hu, Fei Liu, Ming-Ming Zhang, Shi-Bao |
author_sort | Chen, Hai-Qing |
collection | PubMed |
description | Based on the existing plant layout and process flow, a simulation analysis was conducted using the Plant Simulation platform with the utilization efficiency of each station and production capacity of the dismantling system as indicators. A problem with long-term suspension in the disassembly process was determined. Based on the two optimization directions of increasing material transportation equipment and expanding the buffer capacity, a cost-oriented optimization model is established. A genetic algorithm and model simulation were used to solve the model. An optimization scheme that satisfies the production needs and has the lowest cost is proposed. The results show that the optimized dismantling system solves the suspended work problem at the dismantling station and a significant improvement in productivity and station utilization efficiency compared with the previous system. |
format | Online Article Text |
id | pubmed-10126191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-101261912023-04-26 Simulation and optimization of scrap wagon dismantling system based on Plant Simulation Chen, Hai-Qing Dong, Yu-De Hu, Fei Liu, Ming-Ming Zhang, Shi-Bao Vis Comput Ind Biomed Art Original Article Based on the existing plant layout and process flow, a simulation analysis was conducted using the Plant Simulation platform with the utilization efficiency of each station and production capacity of the dismantling system as indicators. A problem with long-term suspension in the disassembly process was determined. Based on the two optimization directions of increasing material transportation equipment and expanding the buffer capacity, a cost-oriented optimization model is established. A genetic algorithm and model simulation were used to solve the model. An optimization scheme that satisfies the production needs and has the lowest cost is proposed. The results show that the optimized dismantling system solves the suspended work problem at the dismantling station and a significant improvement in productivity and station utilization efficiency compared with the previous system. Springer Nature Singapore 2023-04-24 /pmc/articles/PMC10126191/ /pubmed/37093402 http://dx.doi.org/10.1186/s42492-023-00134-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Chen, Hai-Qing Dong, Yu-De Hu, Fei Liu, Ming-Ming Zhang, Shi-Bao Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title | Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title_full | Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title_fullStr | Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title_full_unstemmed | Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title_short | Simulation and optimization of scrap wagon dismantling system based on Plant Simulation |
title_sort | simulation and optimization of scrap wagon dismantling system based on plant simulation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126191/ https://www.ncbi.nlm.nih.gov/pubmed/37093402 http://dx.doi.org/10.1186/s42492-023-00134-7 |
work_keys_str_mv | AT chenhaiqing simulationandoptimizationofscrapwagondismantlingsystembasedonplantsimulation AT dongyude simulationandoptimizationofscrapwagondismantlingsystembasedonplantsimulation AT hufei simulationandoptimizationofscrapwagondismantlingsystembasedonplantsimulation AT liumingming simulationandoptimizationofscrapwagondismantlingsystembasedonplantsimulation AT zhangshibao simulationandoptimizationofscrapwagondismantlingsystembasedonplantsimulation |