M. Luo, D. Zhang, G. Phua, Lihui Chen, Danwei W. Wang
{"title":"一个交互式的基于规则的事件管理系统,用于有效的设备故障排除","authors":"M. Luo, D. Zhang, G. Phua, Lihui Chen, Danwei W. Wang","doi":"10.1109/IECON.2011.6119673","DOIUrl":null,"url":null,"abstract":"This paper presents an interactive rule based event management system (IREMS) design for effective equipment maintenance. A knowledge model comprising of fishbone like diagram and a Bayesian Network (BN) based model is proposed for knowledge extraction and representation. An interactive mechanism with BN for knowledge updating is proposed and implemented. The prototype system with case study has demonstrated the capability of the proposed system which has features of easy knowledge acquisition model, and interactive mechanism for communicating with field engineers in troubleshooting process. It can be used to support the decision-making effectively at various stages of troubleshooting of complex equipment.","PeriodicalId":105539,"journal":{"name":"IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"An interactive rule based event management system for effective equipment troubleshooting\",\"authors\":\"M. Luo, D. Zhang, G. Phua, Lihui Chen, Danwei W. Wang\",\"doi\":\"10.1109/IECON.2011.6119673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an interactive rule based event management system (IREMS) design for effective equipment maintenance. A knowledge model comprising of fishbone like diagram and a Bayesian Network (BN) based model is proposed for knowledge extraction and representation. An interactive mechanism with BN for knowledge updating is proposed and implemented. The prototype system with case study has demonstrated the capability of the proposed system which has features of easy knowledge acquisition model, and interactive mechanism for communicating with field engineers in troubleshooting process. It can be used to support the decision-making effectively at various stages of troubleshooting of complex equipment.\",\"PeriodicalId\":105539,\"journal\":{\"name\":\"IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IECON.2011.6119673\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IECON.2011.6119673","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An interactive rule based event management system for effective equipment troubleshooting
This paper presents an interactive rule based event management system (IREMS) design for effective equipment maintenance. A knowledge model comprising of fishbone like diagram and a Bayesian Network (BN) based model is proposed for knowledge extraction and representation. An interactive mechanism with BN for knowledge updating is proposed and implemented. The prototype system with case study has demonstrated the capability of the proposed system which has features of easy knowledge acquisition model, and interactive mechanism for communicating with field engineers in troubleshooting process. It can be used to support the decision-making effectively at various stages of troubleshooting of complex equipment.