{"title":"基于多元回归模型的EPSB聚合物避雷器击穿研究","authors":"A. Mohammed, Raji Sundararajan","doi":"10.1109/CEIDP.2003.1254869","DOIUrl":null,"url":null,"abstract":"This paper presents a novel approach to estimate the life expectancy of polymeric arresters aged under accelerated multistress conditions simulating Florida environment. This is based on a multiple regression model that uses the FTIR peak height variations of the filler material of the polymeric arrester over the 15 year aging period. The method for the estimation of life is to find out the type of distribution that the peak heights of the filler material follows and determine valid parameters for that distribution. Using this a probability function is obtained to estimate the time for failure. In the present case, a Weibull distribution was obtained from the probability plot and a half-life of 19.5 years was estimated. This is in line with the expected life of polymeric materials used for high voltage outdoor insulation verifying the validity of the model.","PeriodicalId":306575,"journal":{"name":"2003 Annual Report Conference on Electrical Insulation and Dielectric Phenomena","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2003-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Investigation of breakdown of an EPSB polymeric arrester based on the life estimation using a multiple regression model\",\"authors\":\"A. Mohammed, Raji Sundararajan\",\"doi\":\"10.1109/CEIDP.2003.1254869\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a novel approach to estimate the life expectancy of polymeric arresters aged under accelerated multistress conditions simulating Florida environment. This is based on a multiple regression model that uses the FTIR peak height variations of the filler material of the polymeric arrester over the 15 year aging period. The method for the estimation of life is to find out the type of distribution that the peak heights of the filler material follows and determine valid parameters for that distribution. Using this a probability function is obtained to estimate the time for failure. In the present case, a Weibull distribution was obtained from the probability plot and a half-life of 19.5 years was estimated. This is in line with the expected life of polymeric materials used for high voltage outdoor insulation verifying the validity of the model.\",\"PeriodicalId\":306575,\"journal\":{\"name\":\"2003 Annual Report Conference on Electrical Insulation and Dielectric Phenomena\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-10-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2003 Annual Report Conference on Electrical Insulation and Dielectric Phenomena\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CEIDP.2003.1254869\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2003 Annual Report Conference on Electrical Insulation and Dielectric Phenomena","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEIDP.2003.1254869","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Investigation of breakdown of an EPSB polymeric arrester based on the life estimation using a multiple regression model
This paper presents a novel approach to estimate the life expectancy of polymeric arresters aged under accelerated multistress conditions simulating Florida environment. This is based on a multiple regression model that uses the FTIR peak height variations of the filler material of the polymeric arrester over the 15 year aging period. The method for the estimation of life is to find out the type of distribution that the peak heights of the filler material follows and determine valid parameters for that distribution. Using this a probability function is obtained to estimate the time for failure. In the present case, a Weibull distribution was obtained from the probability plot and a half-life of 19.5 years was estimated. This is in line with the expected life of polymeric materials used for high voltage outdoor insulation verifying the validity of the model.