Identification of a stable model for a flexible plate using frequency domain subspace methods

Ahmadizadeh, Saeed and Montazeri, Allahyar and Poshtan, Javad (2011) Identification of a stable model for a flexible plate using frequency domain subspace methods. In: 18th IFAC World Congress :. IFAC, ITA, pp. 6517-6522.

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Abstract

Having a suitable model is one of the most important steps in active noise and vibration control systems. There are many applications in which the derived numerical model does not show the system behavior appropriately. In such cases, obtaining a model using system identification methods can play a special role. To this aim, in this paper the problem of identification of a flexible plate which is attached to upper side of an enclosure is addressed. The frequency response of the plate is measured between the two specific points and the data are applied to the several subspace-based frequency domain identification algorithms with and without Instrumental Variable method. Since the real system, by nature, is stable and the models identified in all cases are unstable, in the next step stabilization algorithm with different initial values is used to extract the stable part of the system. Finally, the qualities of the stabilized identified models are evaluated by calculating the RMS error between the measured and identified models.

Item Type:
Contribution in Book/Report/Proceedings
ID Code:
65779
Deposited By:
Deposited On:
26 Jul 2013 09:31
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Jul 2024 03:11