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Parametric identification of systems with non-Gaussian excitation using measured response spectra

โœ Scribed by J.B. Roberts; M. Vasta


Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
575 KB
Volume
15
Category
Article
ISSN
0266-8920

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โœฆ Synopsis


The problem of estimating parameters in dynamic systems excited by stochastic processes is addressed. Attention is focused on situations where the response processes are measurable but the excitation processes are non-Gaussian, unmeasurable and known only in terms of parameterised stochastic process models. General techniques for simultaneously estimating system and excitation process parameters are developed, based on the use of both normal, second order spectra and higher order, trispectra. The method is validated through application to some simulated data, relating to an oscillator driven by two specific kinds of non-Gaussian stochastic excitation.


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STOCHASTIC PARAMETER ESTIMATION OF NON-L
โœ M. Vasta; J.B. Roberts ๐Ÿ“‚ Article ๐Ÿ“… 1998 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 361 KB

Methods for using fourth order spectral quantities to estimate the unknown parameters in non-linear, randomly excited dynamic systems are developed. Attention is focused on the case where only the response is measurable and the excitation is unmeasurable and known only in terms of a stochastic proce