Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification

doi:10.1111/mice.12146

	Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification
	Yuen K.-V.; Mu H.-Q.
	2015
Source Publication	Computer-Aided Civil and Infrastructure Engineering
ISSN	10939687
Volume	30 Issue:10 Pages:785
Abstract	In this article, a novel Bayesian real-time system identification algorithm using response measurement is proposed for dynamical systems. In contrast to most existing structural identification methods which focus solely on parametric identification, the proposed algorithm emphasizes also model class selection. By embedding the novel model class selection component into the extended Kalman filter, the proposed algorithm is applicable to simultaneous model class selection and parametric identification in the real-time manner. Furthermore, parametric identification using the proposed algorithm is based on multiple model classes. Examples are presented with application to damage detection for degrading structures using noisy dynamic response measurement. ©2015 Computer-Aided Civil and Infrastructure Engineering.
DOI	10.1111/mice.12146
URL	View the original
Language	英语
The Source to Article	Scopus
Fulltext Access	View Full-Text via DOI View Full-Text via Web of Science View Full-Text via Scopus
Citation statistics	Cited Times [WOS]:79 [WOS Record] [Related Records in WOS]
Document Type	Journal article
Collection	University of Macau
Recommended Citation GB/T 7714	Yuen K.-V.,Mu H.-Q.. Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification[J]. Computer-Aided Civil and Infrastructure Engineering,2015,30(10):785.
APA	Yuen K.-V.,&Mu H.-Q..(2015).Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification.Computer-Aided Civil and Infrastructure Engineering,30(10),785.
MLA	Yuen K.-V.,et al."Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification".Computer-Aided Civil and Infrastructure Engineering 30.10(2015):785.

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