Journal ArticleDOI
Reference-based stochastic subspace identification for output-only modal analysis
Bart Peeters,Guido De Roeck +1 more
TLDR
In this paper, a novel approach of stochastic subspace identification is presented that incorporates the idea of the reference sensors already in the identification step: the row space of future outputs is projected into the rowspace of past reference outputs.About:
This article is published in Mechanical Systems and Signal Processing.The article was published on 1999-11-01. It has received 1236 citations till now. The article focuses on the topics: Operational Modal Analysis & Subspace topology.read more
Citations
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Identification of Probe of an Atomic Force Microscope Using Curve Fitting
TL;DR: An algorithm is developed to identify the fully parameterized state space matrices of the system and the main difficulty arises in estimating these parameters specially in the absence of one of the inputs (tip-sample interactions).
Journal ArticleDOI
Parameters identification by a single point free response measurement
Mauro Caresta,David Wassink +1 more
TL;DR: In this paper, an integral transform is used to map the autospectrum of the free response from the frequency domain to the stiffness domain in order to identify the equivalent torsional stiffness of the restrained edges of the plate and also the order of natural frequencies.
Dissertation
Output-Only Experimental Modal Testing of Large Residential Structures and Acoustic Cavities Using Sonic Booms
TL;DR: In this paper, an output-only experimental modal testing and analysis technique known as the Natural Excitation Technique (NExT) is examined for use with large residential structures and interior cavities.
Identificação de sistemas e avaliação da integridade de estruturas treliçadas
TL;DR: The present thesis aims to address some still current issues of the vibration-based structural health monitoring systems by introducing a subject that, although has recently shown important, still presents very few studies: the environmental effects, mainly temperature, on the structural modal properties.
Journal ArticleDOI
Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations
TL;DR: In this paper , multivariate nonlinear regression is implemented to account for the detrimental effects caused by Environmental and Operational Variations (EOVs), which leads to issues when defining a robust baseline state as well as making the discrimination between undamaged and damaged observations more challenging.
References
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Book
System Identification: Theory for the User
TL;DR: Das Buch behandelt die Systemidentifizierung in dem theoretischen Bereich, der direkte Auswirkungen auf Verstaendnis and praktische Anwendung der verschiedenen Verfahren zur IdentifIZierung hat.
Book
Modal Testing: Theory and Practice
TL;DR: A survey of the technology of modal testing, a new method for describing the vibration properties of a structure by constructing mathematical models based on test data rather than using conventional theoretical analysis.
Book
Subspace Identification for Linear Systems: Theory - Implementation - Applications
Peter Van Overschee,Bart De Moor +1 more
TL;DR: This book focuses on the theory, implementation and applications of subspace identification algorithms for linear time-invariant finitedimensional dynamical systems, which allow for a fast, straightforward and accurate determination of linear multivariable models from measured inputoutput data.
Book
Applied system identification
TL;DR: In this paper, the authors introduce the concept of Frequency Domain System ID (FDSI) and Frequency Response Functions (FRF) for time-domain models, as well as Frequency-Domain Models with Random Variables and Kalman Filter.
Effective construction of linear state-variable models from input/output functions.
B. L. Ho,R. E. Kalman +1 more
TL;DR: Markov parametric algorithm for effective construction of minimal realizations of linear state-variable finite-dimensional dynamical systems from input-output data is presented in this article, where a Markov-parametric algorithm is used to construct the minimal realization.
Related Papers (5)
Subspace Identification for Linear Systems: Theory - Implementation - Applications
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Modal identification of output-only systems using frequency domain decomposition
An eigensystem realization algorithm for modal parameter identification and model reduction
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