{"title":"用混合模型描述生物过程的状态估计","authors":"H. Valdés-González, J. Flaus","doi":"10.1109/ISIC.2001.971497","DOIUrl":null,"url":null,"abstract":"This work proposes a method to estimate states in hybrid nonlinear discrete-time systems based on an interval moving horizon state estimation method, where the states of the hybrid model are described using a representation by interval numbers. The proposed technique is applied to a generic biotechnological process model, where the specific growth rate and its substrate dependence is modeled by a hybrid law, simpler than the classic dependence of a Monod law. The results obtained through computer simulation demonstrate that this estimation hybrid can be easily implemented in industrial situations.","PeriodicalId":367430,"journal":{"name":"Proceeding of the 2001 IEEE International Symposium on Intelligent Control (ISIC '01) (Cat. No.01CH37206)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2001-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"State estimation in a bioprocess described by a hybrid model\",\"authors\":\"H. Valdés-González, J. Flaus\",\"doi\":\"10.1109/ISIC.2001.971497\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This work proposes a method to estimate states in hybrid nonlinear discrete-time systems based on an interval moving horizon state estimation method, where the states of the hybrid model are described using a representation by interval numbers. The proposed technique is applied to a generic biotechnological process model, where the specific growth rate and its substrate dependence is modeled by a hybrid law, simpler than the classic dependence of a Monod law. The results obtained through computer simulation demonstrate that this estimation hybrid can be easily implemented in industrial situations.\",\"PeriodicalId\":367430,\"journal\":{\"name\":\"Proceeding of the 2001 IEEE International Symposium on Intelligent Control (ISIC '01) (Cat. No.01CH37206)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2001-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceeding of the 2001 IEEE International Symposium on Intelligent Control (ISIC '01) (Cat. No.01CH37206)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISIC.2001.971497\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceeding of the 2001 IEEE International Symposium on Intelligent Control (ISIC '01) (Cat. No.01CH37206)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIC.2001.971497","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
State estimation in a bioprocess described by a hybrid model
This work proposes a method to estimate states in hybrid nonlinear discrete-time systems based on an interval moving horizon state estimation method, where the states of the hybrid model are described using a representation by interval numbers. The proposed technique is applied to a generic biotechnological process model, where the specific growth rate and its substrate dependence is modeled by a hybrid law, simpler than the classic dependence of a Monod law. The results obtained through computer simulation demonstrate that this estimation hybrid can be easily implemented in industrial situations.