{"title":"大型时滞系统模型约简的投影方法,并应用于边界控制PDE","authors":"W. Michiels, E. Jarlebring, K. Meerbergen","doi":"10.1109/CDC.2011.6160625","DOIUrl":null,"url":null,"abstract":"We present a model order reduction method which allows the construction of a reduced, delay free model of a given dimension for linear time-delay systems. The method builds on the equivalent representation of the time-delay system as an infinite-dimensional linear problem. It combines ideas from a finite-dimensional approximation via a spectral discretization on the one hand, and a Krylov-Padé model reduction approach on the other hand. The method exhibits a good spectral approximation of the original model, in the sense that the smallest characteristic roots are well approximated and the non-converged eigenvalues of the reduced model have a favorable location, and it preserves moments at zero and at infinity. The model reduction approach is illustrated by means of a PDE model for a heated rod with delay in the boundary control.","PeriodicalId":360068,"journal":{"name":"IEEE Conference on Decision and Control and European Control Conference","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A projection approach for model reduction of large-scale time-delay systems, with application to a boundary controlled PDE\",\"authors\":\"W. Michiels, E. Jarlebring, K. Meerbergen\",\"doi\":\"10.1109/CDC.2011.6160625\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a model order reduction method which allows the construction of a reduced, delay free model of a given dimension for linear time-delay systems. The method builds on the equivalent representation of the time-delay system as an infinite-dimensional linear problem. It combines ideas from a finite-dimensional approximation via a spectral discretization on the one hand, and a Krylov-Padé model reduction approach on the other hand. The method exhibits a good spectral approximation of the original model, in the sense that the smallest characteristic roots are well approximated and the non-converged eigenvalues of the reduced model have a favorable location, and it preserves moments at zero and at infinity. The model reduction approach is illustrated by means of a PDE model for a heated rod with delay in the boundary control.\",\"PeriodicalId\":360068,\"journal\":{\"name\":\"IEEE Conference on Decision and Control and European Control Conference\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Conference on Decision and Control and European Control Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CDC.2011.6160625\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Conference on Decision and Control and European Control Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CDC.2011.6160625","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A projection approach for model reduction of large-scale time-delay systems, with application to a boundary controlled PDE
We present a model order reduction method which allows the construction of a reduced, delay free model of a given dimension for linear time-delay systems. The method builds on the equivalent representation of the time-delay system as an infinite-dimensional linear problem. It combines ideas from a finite-dimensional approximation via a spectral discretization on the one hand, and a Krylov-Padé model reduction approach on the other hand. The method exhibits a good spectral approximation of the original model, in the sense that the smallest characteristic roots are well approximated and the non-converged eigenvalues of the reduced model have a favorable location, and it preserves moments at zero and at infinity. The model reduction approach is illustrated by means of a PDE model for a heated rod with delay in the boundary control.