{"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.