Journal ArticleDOI
Parametric time-domain methods for non-stationary random vibration modelling and analysis — A critical survey and comparison
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TLDR
A critical survey and comparison ofparametric time-domain methods for non-stationary random vibration modelling and analysis based upon a single vibration signal realization confirms the advantages and high performance characteristics of parametric methods.About:
This article is published in Mechanical Systems and Signal Processing.The article was published on 2006-05-01. It has received 246 citations till now. The article focuses on the topics: Parametric statistics & Random vibration.read more
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A stochastic analysis method of transient responses using harmonic wavelets, Part 1: Time-invariant structural systems
TL;DR: In this article, a stochastic analysis method of the transient responses for multi-degree-of-freedom (MDOF) structural systems subjected to nonstationary (non-stationary) STF excitations based on periodic generalized harmonic wavelets (GHW) is proposed.
Journal ArticleDOI
Prediction of modified Mercalli intensity from PGA, PGV, moment magnitude, and epicentral distance using several nonlinear statistical algorithms
TL;DR: This paper will employ three methods of nonlinear regression, namely support vector regression, multilayer perceptrons, and genetic programming in order to find a functional dependence between the instrumental records and the modified Mercalli intensity scale.
Journal ArticleDOI
Asymptotic Analysis of Non-stationary Functional Series TARMA Estimators
TL;DR: In this paper, a general framework for the asymptotic analysis of general FS-TARMA estimators is developed and applied to the case of Weighted Least Squares, Maximum Likelihood and Multi Stage estimators.
Journal ArticleDOI
Vision-Based Moving Mass Detection by Time-Varying Structure Vibration Monitoring
TL;DR: The proposed vision-based moving mass detection (VMMD) technique has valuable potential for online detection, localization and classification of inferior products with abnormal mass in industrial automation.
Journal ArticleDOI
A novel recursive modal parameter estimator for operational time-varying structural dynamic systems based on least squares support vector machine and time series model
TL;DR: A novel recursive modal parameter estimator for operational linear time-varying structures based on least squares support vector machine (LSSVM) and vector time-dependent autoregressive moving average model is presented.
References
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Journal ArticleDOI
Estimating the Dimension of a Model
TL;DR: In this paper, the problem of selecting one of a number of models of different dimensions is treated by finding its Bayes solution, and evaluating the leading terms of its asymptotic expansion.
Estimating the dimension of a model
TL;DR: In this paper, the problem of selecting one of a number of models of different dimensions is treated by finding its Bayes solution, and evaluating the leading terms of its asymptotic expansion.
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.