B. Huang, Shunong Zhang, Xuesong Yang, Yingying Liu
{"title":"Research on a Reliability Prediction Method Based on Fuzzy Cognitive Map","authors":"B. Huang, Shunong Zhang, Xuesong Yang, Yingying Liu","doi":"10.1109/PHM-Nanjing52125.2021.9612805","DOIUrl":null,"url":null,"abstract":"Generally in a method on reliability prediction for a system, there is an assumption that the process of each component failure is independent, irrelevant and not affected by other components. However, in the actual working process of a product, the life change caused by dynamic influences among the components of the product should not be negligible. In this paper, a method on reliability prediction based on fuzzy cognitive map is proposed, and a case study using system in package (SiP) is given to determine the life of each component of the SiP under the state of dynamic mutual influences.","PeriodicalId":436428,"journal":{"name":"2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Global Reliability and Prognostics and Health Management (PHM-Nanjing)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PHM-Nanjing52125.2021.9612805","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
Generally in a method on reliability prediction for a system, there is an assumption that the process of each component failure is independent, irrelevant and not affected by other components. However, in the actual working process of a product, the life change caused by dynamic influences among the components of the product should not be negligible. In this paper, a method on reliability prediction based on fuzzy cognitive map is proposed, and a case study using system in package (SiP) is given to determine the life of each component of the SiP under the state of dynamic mutual influences.