DocumentCode
1583736
Title
Implementation of a direct self-tuning control for a DC motor system
Author
Chen, Rui-Song ; Lai, Lin-Ying
Author_Institution
Dept. of Electr. Eng., Chung Yuan Christian Univ., Chung Li, Taiwan
fYear
1995
Firstpage
140
Lastpage
147
Abstract
Several self-tuning control (STC) algorithms have been developed theoretically, and many simulation results have demonstrated their feasibility during the past years. However, the implementation of STC is seldom seen. Proposed was a direct (implicit) STC design implemented for a DC motor speed control system. The controller design combined the generalized minimum variance (GMV) strategy with a simplified parameter identification algorithm called fast-recursive-extended-least squares (FRELS) to directly update the regulator parameters. The experimental results show that the proposed adaptive controller can achieve better response with less computation time
Keywords
DC motors; adaptive control; angular velocity control; least squares approximations; machine control; self-adjusting systems; DC motor speed control; DC motor system; direct self-tuning control; fast-recursive-extended-least squares; generalized minimum variance strategy; parameter identification algorithm; Adaptive control; Algorithm design and analysis; Control systems; DC motors; Least squares methods; Parameter estimation; Programmable control; Recursive estimation; Regulators; Velocity control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location
Taipei
Print_ISBN
0-7803-2645-8
Type
conf
DOI
10.1109/IACET.1995.527553
Filename
527553
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