A. Mehrsai, B. Scholz-Reiter, Bernd-Ludwig Wenning
{"title":"基于闭队列网络的柔性调度学习托盘分析","authors":"A. Mehrsai, B. Scholz-Reiter, Bernd-Ludwig Wenning","doi":"10.1109/ISAM.2011.5942357","DOIUrl":null,"url":null,"abstract":"Within the paper, application of learning pallets in an assembly system for real-time scheduling problems is presented. A specific fuzzy inference system (controller) is adopted to enable the pallets to learn from their experiences regarding some key metrics. In order to analyze the performance of this system and the learning pallets with a robust mathematical analysis, the similarity of this assembly network to the BCMP networks in closed queuing theory, is underlined. The results prove this resemblance and show the suitability of its algorithm for analyzing such closed networks.","PeriodicalId":273573,"journal":{"name":"2011 IEEE International Symposium on Assembly and Manufacturing (ISAM)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Analysis of learning pallets in flexible scheduling by closed queue network\",\"authors\":\"A. Mehrsai, B. Scholz-Reiter, Bernd-Ludwig Wenning\",\"doi\":\"10.1109/ISAM.2011.5942357\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Within the paper, application of learning pallets in an assembly system for real-time scheduling problems is presented. A specific fuzzy inference system (controller) is adopted to enable the pallets to learn from their experiences regarding some key metrics. In order to analyze the performance of this system and the learning pallets with a robust mathematical analysis, the similarity of this assembly network to the BCMP networks in closed queuing theory, is underlined. The results prove this resemblance and show the suitability of its algorithm for analyzing such closed networks.\",\"PeriodicalId\":273573,\"journal\":{\"name\":\"2011 IEEE International Symposium on Assembly and Manufacturing (ISAM)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-05-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE International Symposium on Assembly and Manufacturing (ISAM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISAM.2011.5942357\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE International Symposium on Assembly and Manufacturing (ISAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISAM.2011.5942357","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of learning pallets in flexible scheduling by closed queue network
Within the paper, application of learning pallets in an assembly system for real-time scheduling problems is presented. A specific fuzzy inference system (controller) is adopted to enable the pallets to learn from their experiences regarding some key metrics. In order to analyze the performance of this system and the learning pallets with a robust mathematical analysis, the similarity of this assembly network to the BCMP networks in closed queuing theory, is underlined. The results prove this resemblance and show the suitability of its algorithm for analyzing such closed networks.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
