In designing control systems an important aim is minimizing the effects of uncertainties on system performance. The time-frequency characteristics of wavelets are useful for applications that require online response, such as controlling a process. It is proven, that the wavelet based controllers perform extremely well under certain definite conditions. In this paper, the multiscale representation of the error signal is investigated in direct feedback. The control method is applied to a temperature control task. Simulation results show satisfactory performance and highly efficient disturbance rejection. Advantages and drawbacks of the wavelet based control strategy are also discussed.

Wavelet-based Technique for Feedback Control of Uncertain Systems : a case study / A. Dineva, A. Várkonyi Kóczy, J.K. Tar - In: Computational Intelligence and Informatics (CINTI), 2013 IEEE 14th International Symposium on[s.l] : IEEE, 2013. - ISBN 9781479901944. - pp. 281-285 (( Intervento presentato al 14. convegno International Symposium on Computational Intelligence and Informatics (CINTI) tenutosi a Budapest nel 2013 [10.1109/CINTI.2013.6705206].

Wavelet-based Technique for Feedback Control of Uncertain Systems : a case study

A. Dineva
Primo
;
2013

Abstract

In designing control systems an important aim is minimizing the effects of uncertainties on system performance. The time-frequency characteristics of wavelets are useful for applications that require online response, such as controlling a process. It is proven, that the wavelet based controllers perform extremely well under certain definite conditions. In this paper, the multiscale representation of the error signal is investigated in direct feedback. The control method is applied to a temperature control task. Simulation results show satisfactory performance and highly efficient disturbance rejection. Advantages and drawbacks of the wavelet based control strategy are also discussed.
multiresolution pid controller; transform
Settore INF/01 - Informatica
2013
Book Part (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/474635
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