{"title":"三相感应电动机驱动系统故障诊断专家系统的开发","authors":"A. Elsaadawi, A. Kalas, M. Fawzi","doi":"10.1109/MEPCON.2008.4562346","DOIUrl":null,"url":null,"abstract":"Power electronic systems are considered as one of the most important components in many applications, such as nuclear reactors, aerospace, military applications and life saving machines. In such applications the system should be high reliable, a knowledge-based expert system was developed to diagnose faults in a three phase induction motor system . A software tool called KAPPA PC 2.1 was used to develop the expert system, the system is modeled in MATLAB SIMULINK and the simulation results at normal and fault conditions was rewritten as a set of if-then rules by which the expert system can discriminate the fault.","PeriodicalId":236620,"journal":{"name":"2008 12th International Middle-East Power System Conference","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Development of an expert system to fault diagnosis of three phase induction motor drive system\",\"authors\":\"A. Elsaadawi, A. Kalas, M. Fawzi\",\"doi\":\"10.1109/MEPCON.2008.4562346\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Power electronic systems are considered as one of the most important components in many applications, such as nuclear reactors, aerospace, military applications and life saving machines. In such applications the system should be high reliable, a knowledge-based expert system was developed to diagnose faults in a three phase induction motor system . A software tool called KAPPA PC 2.1 was used to develop the expert system, the system is modeled in MATLAB SIMULINK and the simulation results at normal and fault conditions was rewritten as a set of if-then rules by which the expert system can discriminate the fault.\",\"PeriodicalId\":236620,\"journal\":{\"name\":\"2008 12th International Middle-East Power System Conference\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-03-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 12th International Middle-East Power System Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MEPCON.2008.4562346\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 12th International Middle-East Power System Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MEPCON.2008.4562346","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
摘要
电力电子系统被认为是许多应用中最重要的部件之一,例如核反应堆,航空航天,军事应用和救生机器。为了满足三相异步电动机系统高可靠性的要求,设计了一种基于知识的故障诊断专家系统。采用KAPPA PC 2.1软件开发专家系统,在MATLAB SIMULINK中对系统进行建模,并将正常和故障情况下的仿真结果改写为一组if-then规则,使专家系统能够识别故障。
Development of an expert system to fault diagnosis of three phase induction motor drive system
Power electronic systems are considered as one of the most important components in many applications, such as nuclear reactors, aerospace, military applications and life saving machines. In such applications the system should be high reliable, a knowledge-based expert system was developed to diagnose faults in a three phase induction motor system . A software tool called KAPPA PC 2.1 was used to develop the expert system, the system is modeled in MATLAB SIMULINK and the simulation results at normal and fault conditions was rewritten as a set of if-then rules by which the expert system can discriminate the fault.