Naoki Kimura, Yuya Takeda, Taichi Hasegawa, Y. Tsuge
{"title":"基于Agent的化工过程故障检测负选择算法","authors":"Naoki Kimura, Yuya Takeda, Taichi Hasegawa, Y. Tsuge","doi":"10.1109/ADCONIP.2017.7983822","DOIUrl":null,"url":null,"abstract":"In this study, a fault detection system for a chemical processes using agent and negative selection algorithm was proposed. The operational data using dynamic plant simulator were obtained to verify the effectiveness of our method. The simulations of fault detection were carried out. And also the results of simulation are presented in this paper.","PeriodicalId":170851,"journal":{"name":"2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Agent based fault detection using negative selection algorithm for chemical processes\",\"authors\":\"Naoki Kimura, Yuya Takeda, Taichi Hasegawa, Y. Tsuge\",\"doi\":\"10.1109/ADCONIP.2017.7983822\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this study, a fault detection system for a chemical processes using agent and negative selection algorithm was proposed. The operational data using dynamic plant simulator were obtained to verify the effectiveness of our method. The simulations of fault detection were carried out. And also the results of simulation are presented in this paper.\",\"PeriodicalId\":170851,\"journal\":{\"name\":\"2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)\",\"volume\":\"93 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ADCONIP.2017.7983822\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 6th International Symposium on Advanced Control of Industrial Processes (AdCONIP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ADCONIP.2017.7983822","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Agent based fault detection using negative selection algorithm for chemical processes
In this study, a fault detection system for a chemical processes using agent and negative selection algorithm was proposed. The operational data using dynamic plant simulator were obtained to verify the effectiveness of our method. The simulations of fault detection were carried out. And also the results of simulation are presented in this paper.