Manufacturing Execution System of Bluetooth Speaker Pen Holder Assembly Line based on Genetic Algorithm

Yang Qiuping, Alexander A. Hernandez
{"title":"Manufacturing Execution System of Bluetooth Speaker Pen Holder Assembly Line based on Genetic Algorithm","authors":"Yang Qiuping, Alexander A. Hernandez","doi":"10.1109/CSPA57446.2023.10087378","DOIUrl":null,"url":null,"abstract":"In view of the problems existing in the production line of a Bluetooth speaker pen holder in an enterprise, such as unreasonable planning organization, the low utilization efficiency of equipment resources, long production cycle, and so on, MES system is proposed to carry out information transformation on it. According to the actual needs of production, the functional module of MES was built to realize the comprehensive monitoring and management of ‘‘people, raw materials, equipment, and environment’’ involved in production. Meanwhile, for the most difficult production scheduling problem in MES system, the minimum completion time of orders was taken as the optimization goal, and the genetic algorithm was used to construct and optimize the production schedule. The scheduling effect is simulated by Matlab, the results show that compared with manual scheduling, the optimized scheduling algorithm proposed in this paper can reduce the scheduling time, shorten the production cycle, and increase the production efficiency by 10% or more, and the larger the order volume, the more obvious the advantages, which provides conditions for the mass production of Bluetooth speaker pen holder.","PeriodicalId":268233,"journal":{"name":"2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSPA57446.2023.10087378","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In view of the problems existing in the production line of a Bluetooth speaker pen holder in an enterprise, such as unreasonable planning organization, the low utilization efficiency of equipment resources, long production cycle, and so on, MES system is proposed to carry out information transformation on it. According to the actual needs of production, the functional module of MES was built to realize the comprehensive monitoring and management of ‘‘people, raw materials, equipment, and environment’’ involved in production. Meanwhile, for the most difficult production scheduling problem in MES system, the minimum completion time of orders was taken as the optimization goal, and the genetic algorithm was used to construct and optimize the production schedule. The scheduling effect is simulated by Matlab, the results show that compared with manual scheduling, the optimized scheduling algorithm proposed in this paper can reduce the scheduling time, shorten the production cycle, and increase the production efficiency by 10% or more, and the larger the order volume, the more obvious the advantages, which provides conditions for the mass production of Bluetooth speaker pen holder.
基于遗传算法的蓝牙音箱笔筒装配线制造执行系统
针对某企业蓝牙音箱笔筒生产线存在的规划组织不合理、设备资源利用效率低、生产周期长等问题,提出MES系统对其进行信息化改造。根据生产的实际需要,构建MES的功能模块,实现对生产中涉及的“人、原料、设备、环境”的全面监控和管理。同时,针对MES系统中最困难的生产调度问题,以订单完成时间最短为优化目标,采用遗传算法构建并优化生产调度。通过Matlab对调度效果进行了仿真,结果表明,与人工调度相比,本文提出的优化调度算法可以减少调度时间,缩短生产周期,提高生产效率10%以上,且订单量越大,优势越明显,为蓝牙扬声器笔筒的批量生产提供了条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书