{"title":"基于人工智能方法的复杂过程故障诊断技术要点","authors":"Yang Wu, Peng Wang, N. Luo, Lu Zeng, Guanglu Feng","doi":"10.1117/12.2670542","DOIUrl":null,"url":null,"abstract":"In the innovation and development of modern science and technology, due to the complex process of many influencing factors, reaction mechanism is more complex, can not establish accurate mathematical model, so the traditional sense of fault diagnosis method, can not achieve satisfactory results. On the basis of integrating practical research experience and based on the characteristics of complex processes, researchers from all over the world have used artificial intelligence methods to deeply explore new fault diagnosis techniques, and effectively analyzed the knowledge methods and application rules contained in them. On the basis of understanding the concept of complex process and artificial intelligence, and according to the research results of scholars from various countries, this paper deeply discusses the fault diagnosis technology of complex process with artificial intelligence method as the core, and makes clear the development trend of artificial intelligence technology in the fault diagnosis of complex process.","PeriodicalId":202840,"journal":{"name":"International Conference on Mathematics, Modeling and Computer Science","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Key points of complex process fault diagnosis technology based on artificial intelligence method\",\"authors\":\"Yang Wu, Peng Wang, N. Luo, Lu Zeng, Guanglu Feng\",\"doi\":\"10.1117/12.2670542\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the innovation and development of modern science and technology, due to the complex process of many influencing factors, reaction mechanism is more complex, can not establish accurate mathematical model, so the traditional sense of fault diagnosis method, can not achieve satisfactory results. On the basis of integrating practical research experience and based on the characteristics of complex processes, researchers from all over the world have used artificial intelligence methods to deeply explore new fault diagnosis techniques, and effectively analyzed the knowledge methods and application rules contained in them. On the basis of understanding the concept of complex process and artificial intelligence, and according to the research results of scholars from various countries, this paper deeply discusses the fault diagnosis technology of complex process with artificial intelligence method as the core, and makes clear the development trend of artificial intelligence technology in the fault diagnosis of complex process.\",\"PeriodicalId\":202840,\"journal\":{\"name\":\"International Conference on Mathematics, Modeling and Computer Science\",\"volume\":\"26 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Mathematics, Modeling and Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2670542\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Mathematics, Modeling and Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2670542","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Key points of complex process fault diagnosis technology based on artificial intelligence method
In the innovation and development of modern science and technology, due to the complex process of many influencing factors, reaction mechanism is more complex, can not establish accurate mathematical model, so the traditional sense of fault diagnosis method, can not achieve satisfactory results. On the basis of integrating practical research experience and based on the characteristics of complex processes, researchers from all over the world have used artificial intelligence methods to deeply explore new fault diagnosis techniques, and effectively analyzed the knowledge methods and application rules contained in them. On the basis of understanding the concept of complex process and artificial intelligence, and according to the research results of scholars from various countries, this paper deeply discusses the fault diagnosis technology of complex process with artificial intelligence method as the core, and makes clear the development trend of artificial intelligence technology in the fault diagnosis of complex process.