Naoki Kimura, Yuya Takeda, Taichi Hasegawa, Y. Tsuge
{"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}
引用次数: 2
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.