Title :
Multiresolution wavelet-based approach to identification of modal parameters of a vehicle full-scale crash test
Author :
Pawlus, Witold ; Karimi, Hamid Reza ; Robbersmyr, Kjell G.
Author_Institution :
Dept. of Eng., Univ. of Agder, Grimstad, Norway
Abstract :
In this work estimation of vehicle modal parameters was achieved by application of a wavelet-based method. The time-frequency analysis, which comprises those techniques that study a signal in both the time and frequency domains simultaneously, using Morlet wavelet properties are applied to the measured acceleration pulse of the colliding vehicle. Determination of the ridge of the wavelet coefficients matrix makes it possible to identify the frequency components of the recorded crash pulse. Subsequently, by using the estimated natural frequency of the system, the values of damping factor for a given mode shape are assessed. In this work there are concerned both: the major frequencies of the crash pulse and damping factor for the major mode shape.
Keywords :
acceleration measurement; damping; impact testing; matrix algebra; mechanical engineering computing; modal analysis; parameter estimation; time-frequency analysis; vehicle dynamics; wavelet transforms; Morlet wavelet properties; acceleration pulse measurement; colliding vehicle; crash pulse; damping factor; frequency component; frequency domain; multiresolution wavelet-based approach; natural frequency; time domain; time-frequency analysis; vehicle full-scale crash test; vehicle modal parameter identification; wavelet coefficient matrix; Acceleration; Autoregressive processes; Damping; Vehicle crash testing; Vehicles; Wavelet transforms;
Conference_Titel :
Intelligent Control (ISIC), 2012 IEEE International Symposium on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4598-9
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2012.6398258