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Vibration data analysis for a commercial aircraft: Multivariable vibration data from an aircraft is analyzed using modern system identification tools. The identified linear vibrational model accurately describes the measured motion.
Authors:T. McKelvey   T. Abrahamsson  L. Ljung
Affiliation:

a Department of Electrical Engineering, Linköping University, S-581 83, Linköping, Sweden

b Saab Military Aircraft, S-581 88, Linköping, Sweden

Abstract:Using data from extensive vibrational tests of the new Saab 2000 aircraft, a combined method for vibration analysis is studied. The method is based on a realization algorithm followed by standard prediction error methods (PEM). We find that the realization algorithm gives good initial model parameter estimates that can be further improved by the use of PEM. We use the method to get insights into the vibrational eigenmodes.
Keywords:System identification   estimation algorithms   modal analysis   state-space methods   model validation   application
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