{"title":"一种智能电表可靠性预测优化模型","authors":"Ningxiang Li, Xiaoshun Dong, Guangyu Chen, Tiejiang Yuan, Zhishang Duan","doi":"10.1109/ICAM.2016.7813584","DOIUrl":null,"url":null,"abstract":"In view of the influence of smart meter's reliability on smart grid, this paper presents a reliability prediction optimal model of smart meter. Firstly, establish the reliability model of smart meter based on the component stress method. Secondly, combined with the field data, smart meter prediction model is established based on new Weibull distribution parameter method and point estimation method respectively. Thirdly, the fuzzy binary sorting method is used to optimize two smart meter failure rate for optimal smart meter optimal failure rate. On the basis of the above research, construct the optimization model of the failure rate of the smart meter and then build the optimization model of the reliability of the smart meter. Prediction optimal model of smart meters for reliability proposed in this paper can well reflect the actual working status of smart meters. It can be a reference and lessons can be drawn from each smart meter for domestic enterprises.","PeriodicalId":179100,"journal":{"name":"2016 International Conference on Integrated Circuits and Microsystems (ICICM)","volume":"378 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"A smart meters optimization model for reliability prediction\",\"authors\":\"Ningxiang Li, Xiaoshun Dong, Guangyu Chen, Tiejiang Yuan, Zhishang Duan\",\"doi\":\"10.1109/ICAM.2016.7813584\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In view of the influence of smart meter's reliability on smart grid, this paper presents a reliability prediction optimal model of smart meter. Firstly, establish the reliability model of smart meter based on the component stress method. Secondly, combined with the field data, smart meter prediction model is established based on new Weibull distribution parameter method and point estimation method respectively. Thirdly, the fuzzy binary sorting method is used to optimize two smart meter failure rate for optimal smart meter optimal failure rate. On the basis of the above research, construct the optimization model of the failure rate of the smart meter and then build the optimization model of the reliability of the smart meter. Prediction optimal model of smart meters for reliability proposed in this paper can well reflect the actual working status of smart meters. It can be a reference and lessons can be drawn from each smart meter for domestic enterprises.\",\"PeriodicalId\":179100,\"journal\":{\"name\":\"2016 International Conference on Integrated Circuits and Microsystems (ICICM)\",\"volume\":\"378 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 International Conference on Integrated Circuits and Microsystems (ICICM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAM.2016.7813584\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Integrated Circuits and Microsystems (ICICM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAM.2016.7813584","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A smart meters optimization model for reliability prediction
In view of the influence of smart meter's reliability on smart grid, this paper presents a reliability prediction optimal model of smart meter. Firstly, establish the reliability model of smart meter based on the component stress method. Secondly, combined with the field data, smart meter prediction model is established based on new Weibull distribution parameter method and point estimation method respectively. Thirdly, the fuzzy binary sorting method is used to optimize two smart meter failure rate for optimal smart meter optimal failure rate. On the basis of the above research, construct the optimization model of the failure rate of the smart meter and then build the optimization model of the reliability of the smart meter. Prediction optimal model of smart meters for reliability proposed in this paper can well reflect the actual working status of smart meters. It can be a reference and lessons can be drawn from each smart meter for domestic enterprises.