{"title":"Research on reliability prediction based on weighted Elman network","authors":"Xia Tian, Wenyuan Song, Yongsheng Bai, Lun Ma","doi":"10.1109/ICQR2MSE.2012.6246335","DOIUrl":null,"url":null,"abstract":"A precise reliability prediction of manufacture can help discover a series of problems that may be found during its lifetime as soon as possible, which may lead to an easier control to the lifecycle. A weighted Elman network and its algorithm are studied in this paper. The predictive model of reliability based on weighted Elman network can reduced the forecasting error effectively.","PeriodicalId":401503,"journal":{"name":"2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering","volume":"32 4","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICQR2MSE.2012.6246335","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
A precise reliability prediction of manufacture can help discover a series of problems that may be found during its lifetime as soon as possible, which may lead to an easier control to the lifecycle. A weighted Elman network and its algorithm are studied in this paper. The predictive model of reliability based on weighted Elman network can reduced the forecasting error effectively.