Title :
Adaptive feedforward Zero Phase Error Tracking Control for minimum phase and non-minimum phase systems - XY table real-time application
Author :
Adnan, Ramli ; Ismail, Hashimah ; Ishak, Norlela ; Tajjudin, Mazidah ; Rahiman, Mohd Hezri Fazalul
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper presents the realization of Adaptive feed-forward Zero Phase Error Tracking Control (ZPETC) for real-time XY table application. A minimum and non-minimum phase mathematical models were obtained from input-output experimental data using different sampling times to represent the true plant of XY table via Matlab system identification toolbox. These two models were used to test the effectiveness of designed controller. In this paper, ZPETC without factorization of zero polynomials is utilized and the gain compensation filter is replaced by Finite Impulse Response (FIR) filter. The gain adaptation mechanism is done using Recursive Least Square (RLS) algorithm. The contour error was used as indicator for effective tracking performance. Real-time application results show that the designed controller can effectively enhance the tracking performance of the system and provide superior two dimensional contour plots for the XY table.
Keywords :
FIR filters; adaptive control; control system synthesis; feedforward; least squares approximations; mathematics computing; Matlab system identification toolbox; XY table; adaptive feedforward zero phase error tracking control; finite impulse response filter; gain compensation filter; minimum phase system; nonminimum phase system; recursive least square algorithm; zero polynomials; Adaptive systems; Control systems; Equations; Feedforward neural networks; Finite impulse response filter; Mathematical model; Real time systems; Adaptive ZPETC; Motion Control; Real-Time Control; System Identification;
Conference_Titel :
Control and System Graduate Research Colloquium (ICSGRC), 2012 IEEE
Conference_Location :
Shah Alam, Selangor
Print_ISBN :
978-1-4673-2035-1
DOI :
10.1109/ICSGRC.2012.6287192