{"title":"用连续时间随机过程理论确定装配系统中的缓冲尺寸","authors":"Fanli Meng, D. Tan, Yuechao Wang","doi":"10.1109/ICIA.2005.1635136","DOIUrl":null,"url":null,"abstract":"A selecting appropriate buffer sizes for the assembly system is a complex task that must account for random fluctuations in production rates. After the analysis of assembly systems with two workstations and one buffer, a mathematical model of the buffer states is proposed using the theory of continuous time stochastic processes, and the probability of the buffer being full is determined as a function of buffer size. Then a progressive algorithm is introduced to determine the buffer sizes in an assembly system with more two workstations. Eventually, an experimental case is given to demonstrate the validity of this study.","PeriodicalId":136611,"journal":{"name":"2005 IEEE International Conference on Information Acquisition","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determination of buffer sizes in assembly systems using theory of continuous time stochastic processes\",\"authors\":\"Fanli Meng, D. Tan, Yuechao Wang\",\"doi\":\"10.1109/ICIA.2005.1635136\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A selecting appropriate buffer sizes for the assembly system is a complex task that must account for random fluctuations in production rates. After the analysis of assembly systems with two workstations and one buffer, a mathematical model of the buffer states is proposed using the theory of continuous time stochastic processes, and the probability of the buffer being full is determined as a function of buffer size. Then a progressive algorithm is introduced to determine the buffer sizes in an assembly system with more two workstations. Eventually, an experimental case is given to demonstrate the validity of this study.\",\"PeriodicalId\":136611,\"journal\":{\"name\":\"2005 IEEE International Conference on Information Acquisition\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2005 IEEE International Conference on Information Acquisition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIA.2005.1635136\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2005 IEEE International Conference on Information Acquisition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIA.2005.1635136","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Determination of buffer sizes in assembly systems using theory of continuous time stochastic processes
A selecting appropriate buffer sizes for the assembly system is a complex task that must account for random fluctuations in production rates. After the analysis of assembly systems with two workstations and one buffer, a mathematical model of the buffer states is proposed using the theory of continuous time stochastic processes, and the probability of the buffer being full is determined as a function of buffer size. Then a progressive algorithm is introduced to determine the buffer sizes in an assembly system with more two workstations. Eventually, an experimental case is given to demonstrate the validity of this study.