DocumentCode :
2433348
Title :
Multi-channel output-only identification of an extendable arm structure under random excitation: A comparison of parametric methods
Author :
Spiridonakos, Minas ; Fassois, Spilios
Author_Institution :
Dept. of Mech. & Aeronaut. Eng., Univ. of Patras, Patras, Greece
fYear :
2009
fDate :
11-13 June 2009
Firstpage :
161
Lastpage :
166
Abstract :
The problem of multi-channel output-only identification of the time-varying dynamics of an extendable prismatic arm structure under random excitation is considered. The identification is based on three simultaneously measured non-stationary vibration response signals obtained during a single experiment in which the arm extends from its fully retracted to its fully extended position. Non-stationary Functional Series Vector Time-dependent AutoRegressive (FS-VTAR) and AutoRegressive Moving Average (FS-VTARMA) methods are used, while critical comparisons with corresponding Pseudo-Linear Regression (PLR-VTAR and PLR-VTARMA) methods employing recursive models are also made. The superiority of the Functional Series methods, and particularly of the FS-VTARMA method, in capturing the time-varying dynamics is demonstrated.
Keywords :
autoregressive moving average processes; regression analysis; signal processing; structural engineering; vibrations; autoregressive moving average methods; extendable arm structure; extendable prismatic arm structure; multi-channel output-only identification; non-stationary functional series vector time-dependent autoregressive; pseudo- linear regression methods; random excitation; time-varying dynamics; vibration response signals; Aerodynamics; Aerospace engineering; Analytical models; Automation; Autoregressive processes; Laboratories; Mechanical systems; Signal processing; Stochastic systems; Vibration measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Advances in Space Technologies, 2009. RAST '09. 4th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-3627-9
Electronic_ISBN :
978-1-4244-3628-6
Type :
conf
DOI :
10.1109/RAST.2009.5158188
Filename :
5158188
Link To Document :
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