{"title":"变时滞下模糊逻辑预测控制器性能的仿真研究","authors":"S. Yaacob, R. Nagarajan, T. Kenneth","doi":"10.1109/NAFIPS.2002.1018037","DOIUrl":null,"url":null,"abstract":"In practice, phenol and formaldehyde are used to produce resin adhesives An unpredictable sudden heat is liberated by the nonlinear exothermal reaction even at room temperature. Classical PID control is one of the general solutions often applied in the industries to avoid temperature run-away and the consequent damage to expensive materials. However, due to the time varying nature of inherent time delay of the industrial plant, the PID method has been found to be a source of errors that affects the quality of the product. Therefore, in order to reduce the effect of inherent time delay, a predictive fuzzy logic control approach with adaptive loop is applied to the system. The paper discusses a detailed simulation study of the exothermal process based on experimental parameters using the MATLAB-SIMULINK toolbox.","PeriodicalId":348314,"journal":{"name":"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Fuzzy logic predictive controller performance under variable time delay-a simulation study\",\"authors\":\"S. Yaacob, R. Nagarajan, T. Kenneth\",\"doi\":\"10.1109/NAFIPS.2002.1018037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In practice, phenol and formaldehyde are used to produce resin adhesives An unpredictable sudden heat is liberated by the nonlinear exothermal reaction even at room temperature. Classical PID control is one of the general solutions often applied in the industries to avoid temperature run-away and the consequent damage to expensive materials. However, due to the time varying nature of inherent time delay of the industrial plant, the PID method has been found to be a source of errors that affects the quality of the product. Therefore, in order to reduce the effect of inherent time delay, a predictive fuzzy logic control approach with adaptive loop is applied to the system. The paper discusses a detailed simulation study of the exothermal process based on experimental parameters using the MATLAB-SIMULINK toolbox.\",\"PeriodicalId\":348314,\"journal\":{\"name\":\"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2002-08-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NAFIPS.2002.1018037\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAFIPS.2002.1018037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Fuzzy logic predictive controller performance under variable time delay-a simulation study
In practice, phenol and formaldehyde are used to produce resin adhesives An unpredictable sudden heat is liberated by the nonlinear exothermal reaction even at room temperature. Classical PID control is one of the general solutions often applied in the industries to avoid temperature run-away and the consequent damage to expensive materials. However, due to the time varying nature of inherent time delay of the industrial plant, the PID method has been found to be a source of errors that affects the quality of the product. Therefore, in order to reduce the effect of inherent time delay, a predictive fuzzy logic control approach with adaptive loop is applied to the system. The paper discusses a detailed simulation study of the exothermal process based on experimental parameters using the MATLAB-SIMULINK toolbox.