{"title":"铁道车辆走行齿轮轴承故障预测与健康管理系统的构建与应用","authors":"Hongzhi Song, Li Li, Xingkuan Yang, Zhenzhong Fan","doi":"10.1109/ICPHM.2019.8819427","DOIUrl":null,"url":null,"abstract":"According to the special working conditions of Chinese railway system, the failure prediction and health management system for the bearing of running gear of rolling stock is established, which includes data collection, storage and analysis. The overall structure of the system and the functions of each part in the system are introduced in detail, and the development of failure prediction and health management system for Chinese railway is prospected. After the initial trial of the system, on the basis of ensuring the safe operation of the rolling stock, the downtime caused by bearing failure or overhaul can be effectively reduced, the service efficiency of the rolling stock is improved, and data and technical support are provided for optimizing the design, manufacturing and assembly technology improvement of the bearing.","PeriodicalId":113460,"journal":{"name":"2019 IEEE International Conference on Prognostics and Health Management (ICPHM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Construction and Application of Failure Prediction and Health Management System for Bearing of Running Gear of Rolling Stock\",\"authors\":\"Hongzhi Song, Li Li, Xingkuan Yang, Zhenzhong Fan\",\"doi\":\"10.1109/ICPHM.2019.8819427\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"According to the special working conditions of Chinese railway system, the failure prediction and health management system for the bearing of running gear of rolling stock is established, which includes data collection, storage and analysis. The overall structure of the system and the functions of each part in the system are introduced in detail, and the development of failure prediction and health management system for Chinese railway is prospected. After the initial trial of the system, on the basis of ensuring the safe operation of the rolling stock, the downtime caused by bearing failure or overhaul can be effectively reduced, the service efficiency of the rolling stock is improved, and data and technical support are provided for optimizing the design, manufacturing and assembly technology improvement of the bearing.\",\"PeriodicalId\":113460,\"journal\":{\"name\":\"2019 IEEE International Conference on Prognostics and Health Management (ICPHM)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE International Conference on Prognostics and Health Management (ICPHM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPHM.2019.8819427\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Conference on Prognostics and Health Management (ICPHM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPHM.2019.8819427","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Construction and Application of Failure Prediction and Health Management System for Bearing of Running Gear of Rolling Stock
According to the special working conditions of Chinese railway system, the failure prediction and health management system for the bearing of running gear of rolling stock is established, which includes data collection, storage and analysis. The overall structure of the system and the functions of each part in the system are introduced in detail, and the development of failure prediction and health management system for Chinese railway is prospected. After the initial trial of the system, on the basis of ensuring the safe operation of the rolling stock, the downtime caused by bearing failure or overhaul can be effectively reduced, the service efficiency of the rolling stock is improved, and data and technical support are provided for optimizing the design, manufacturing and assembly technology improvement of the bearing.