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Identification of dynamical systems with fractional derivative damping models using inverse sensitivity analysis

R Sivaprasad1,2, S Venkatesha1, C S Manohar1,3

Department of Civil Engineering, Indian Institute of Science, Bangalore 560 012 India
General Electric Technology Centre, Bangalore, India
Corresponding author. Email: manohar@civil.iisc.ernet.in; phone: 91 80 2293 3121; fax: 91 802360 0404

Computers, Materials & Continua 2009, 9(3), 179-208. https://doi.org/10.3970/cmc.2009.009.179

Abstract

The problem of identifying parameters of time invariant linear dynamical systems with fractional derivative damping models, based on a spatially incomplete set of measured frequency response functions and experimentally determined eigensolutions, is considered. Methods based on inverse sensitivity analysis of damped eigensolutions and frequency response functions are developed. It is shown that the eigensensitivity method requires the development of derivatives of solutions of an asymmetric generalized eigenvalue problem. Both the first and second order inverse sensitivity analyses are considered. The study demonstrates the successful performance of the identification algorithms developed based on synthetic data on one, two and a 33 degrees of freedom vibrating systems with fractional dampers. Limited studies have also been conducted by combining finite element modeling with experimental data on accelerances measured in laboratory conditions on a system consisting of two steel beams rigidly joined together by a rubber hose. The method based on sensitivity of frequency response functions is shown to be more efficient than the eigensensitivity based method in identifying system parameters, especially for large scale systems.

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APA Style
Sivaprasad, R., Venkatesha, S., Manohar, C.S. (2009). Identification of dynamical systems with fractional derivative damping models using inverse sensitivity analysis. Computers, Materials & Continua, 9(3), 179-208. https://doi.org/10.3970/cmc.2009.009.179
Vancouver Style
Sivaprasad R, Venkatesha S, Manohar CS. Identification of dynamical systems with fractional derivative damping models using inverse sensitivity analysis. Comput Mater Contin. 2009;9(3):179-208 https://doi.org/10.3970/cmc.2009.009.179
IEEE Style
R. Sivaprasad, S. Venkatesha, and C.S. Manohar "Identification of dynamical systems with fractional derivative damping models using inverse sensitivity analysis," Comput. Mater. Contin., vol. 9, no. 3, pp. 179-208. 2009. https://doi.org/10.3970/cmc.2009.009.179



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