Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)

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Layout Optimization of Factory A Based on SLP-Whale Algorithm

Authors
QiWei Li1, *
1College of Business Administration, Liaoning University of Engineering and Technology, Huludao, 125105, China
*Corresponding author. Email: 839148763@qq.com
Corresponding Author
QiWei Li
Available Online 9 October 2023.
DOI
10.2991/978-94-6463-256-9_62How to use a DOI?
Keywords
System layout design (SLP); Layout optimization; Improved whale algorithm; Material handling
Abstract

In this paper, SLP method is used to improve the layout of a company’s box processing workshop facilities. Firstly, work units are divided through the collected basic data, and then the logistics and non-logistics relations between each work unit are analyzed and integrated to obtain comprehensive mutual relations, and the location correlation diagram of SLP method is obtained. Then, the mathematical model of workshop facility layout is built on the basis of SLP method. Taking the minimization of handling cost, the maximization of comprehensive logistics relationship and the minimization of reconstruction cost as constraint objectives, the layout scheme is obtained by using the improved whale algorithm. Finally, by comparing with the traditional system layout design method, it is concluded that the optimization scheme of the improved whale algorithm is more reasonable.

The results show that the layout method combined with improved whale algorithm can effectively solve the workshop layout problem, help a company reduce the workshop handling cost, strengthen the close relationship between operating units, improve the workshop production efficiency, and at the same time, the layout optimization method combined with improved whale algorithm can be effectively implemented in the workshop layout. Solving layout planning problems for other manufacturing enterprises also has reference significance.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial 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 license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
Series
Advances in Economics, Business and Management Research
Publication Date
9 October 2023
ISBN
10.2991/978-94-6463-256-9_62
ISSN
2352-5428
DOI
10.2991/978-94-6463-256-9_62How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial 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 license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - QiWei Li
PY  - 2023
DA  - 2023/10/09
TI  - Layout Optimization of Factory A Based on SLP-Whale Algorithm
BT  - Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
PB  - Atlantis Press
SP  - 603
EP  - 615
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-256-9_62
DO  - 10.2991/978-94-6463-256-9_62
ID  - Li2023
ER  -