Data-based mechanistic modelling of engineering systems.

Young, Peter C. (1998) Data-based mechanistic modelling of engineering systems. Journal of Vibration and Control, 4 (1). pp. 5-28. ISSN 1741-2986

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Abstract

This paper outlines a new approach to the statistical identification and estimation of dynamic models for a widely applicable class of linear and nonlinear systems based on a combination of nonparametric and parametric estimation procedures. The new approach is applied to three systems: a chaotic version of the discrete-time logistic growth equation; a continuous-time, second-order nonlinear system with two feedback nonlinearities; and a predominantly linear but high-order, vibrating cantilever beam.

Item Type:
Journal Article
Journal or Publication Title:
Journal of Vibration and Control
Uncontrolled Keywords:
/dk/atira/pure/researchoutput/libraryofcongress/ge
Subjects:
ID Code:
21890
Deposited By:
Deposited On:
11 Feb 2009 10:04
Refereed?:
Yes
Published?:
Published
Last Modified:
01 Apr 2020 01:47