{"title":"热集成精馏塔系统时变参数的估计","authors":"Xuemei Zhu, Shuqing Wang, Pu Li, G. Wozny","doi":"10.1109/WCICA.2004.1343170","DOIUrl":null,"url":null,"abstract":"A rigorous model is required for real-time dynamic optimization and nonlinear model predictive control. The estimation of time-dependent parameters of such a model has been a challenging task. In this work, we propose a method to solve this problem by dynamic optimization. Time-dependent tray efficiencies and the unmeasured feed composition in a heat-integrated distillation column system are estimated based on the measured data of temperatures and flow rates. Adjustable weighting factors are introduced to enhance the identifiability of the multi-parameter system. The results show a satisfactory estimation by using this approach.","PeriodicalId":331407,"journal":{"name":"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Estimation of time-dependent parameters of a heat-integrated distillation column system\",\"authors\":\"Xuemei Zhu, Shuqing Wang, Pu Li, G. Wozny\",\"doi\":\"10.1109/WCICA.2004.1343170\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A rigorous model is required for real-time dynamic optimization and nonlinear model predictive control. The estimation of time-dependent parameters of such a model has been a challenging task. In this work, we propose a method to solve this problem by dynamic optimization. Time-dependent tray efficiencies and the unmeasured feed composition in a heat-integrated distillation column system are estimated based on the measured data of temperatures and flow rates. Adjustable weighting factors are introduced to enhance the identifiability of the multi-parameter system. The results show a satisfactory estimation by using this approach.\",\"PeriodicalId\":331407,\"journal\":{\"name\":\"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-06-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WCICA.2004.1343170\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCICA.2004.1343170","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Estimation of time-dependent parameters of a heat-integrated distillation column system
A rigorous model is required for real-time dynamic optimization and nonlinear model predictive control. The estimation of time-dependent parameters of such a model has been a challenging task. In this work, we propose a method to solve this problem by dynamic optimization. Time-dependent tray efficiencies and the unmeasured feed composition in a heat-integrated distillation column system are estimated based on the measured data of temperatures and flow rates. Adjustable weighting factors are introduced to enhance the identifiability of the multi-parameter system. The results show a satisfactory estimation by using this approach.