{"title":"MTBE装置软传感器的结构辨识","authors":"S. Samotylova, A. Torgashov, A. Goncharov","doi":"10.1109/ICIEAM.2017.8076127","DOIUrl":null,"url":null,"abstract":"The paper deals with the task of estimating methanol concentration in the process of methyl-tert-butyl ether production by soft-sensor. A comparative analysis of the methods for determining of the main informative input sets for the soft-sensor model is presented. The dynamic soft sensor modeling based on the use of convolution sums in order to take into account the time of measurement delay is used. The static and dynamic soft-sensors are evaluated with the use identification criteria. The performance of dynamic estimator is shown to be better than that of the static estimator.","PeriodicalId":428982,"journal":{"name":"2017 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)","volume":"1610 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Structural identification of soft-sensor of MTBE unit\",\"authors\":\"S. Samotylova, A. Torgashov, A. Goncharov\",\"doi\":\"10.1109/ICIEAM.2017.8076127\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper deals with the task of estimating methanol concentration in the process of methyl-tert-butyl ether production by soft-sensor. A comparative analysis of the methods for determining of the main informative input sets for the soft-sensor model is presented. The dynamic soft sensor modeling based on the use of convolution sums in order to take into account the time of measurement delay is used. The static and dynamic soft-sensors are evaluated with the use identification criteria. The performance of dynamic estimator is shown to be better than that of the static estimator.\",\"PeriodicalId\":428982,\"journal\":{\"name\":\"2017 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)\",\"volume\":\"1610 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-05-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIEAM.2017.8076127\",\"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 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIEAM.2017.8076127","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Structural identification of soft-sensor of MTBE unit
The paper deals with the task of estimating methanol concentration in the process of methyl-tert-butyl ether production by soft-sensor. A comparative analysis of the methods for determining of the main informative input sets for the soft-sensor model is presented. The dynamic soft sensor modeling based on the use of convolution sums in order to take into account the time of measurement delay is used. The static and dynamic soft-sensors are evaluated with the use identification criteria. The performance of dynamic estimator is shown to be better than that of the static estimator.