DocumentCode
924616
Title
Design of Optimal PID Controllers for PWM Feedback Systems With Bilinear Plants
Author
Hsieh, Chen-Huei ; Chou, Jyh-Horng
Author_Institution
Chienkuo Technol. Univ., Changhua
Volume
15
Issue
6
fYear
2007
Firstpage
1075
Lastpage
1079
Abstract
This paper considers the optimal proportional-integral-derivative (PID) controller design for a class of pulsewidth-modulation (PWM) feedback systems with bilinear plants by using the orthogonal-functions approach (OFA). Based on the OFA, an algorithm only involving algebraic computation is derived in this paper for analyzing the PWM feedback systems with bilinear plants, and thus, the optimal PID controller design problem for a class of PWM feedback systems with bilinear plants is transformed into a static-parameters optimization problem represented by algebraic equations; this greatly simplifies the optimal PID control design problem. Then, for the static optimization problem, the hybrid Taguchi-genetic algorithm (HTGA) is employed to find both the optimal parameters of the PID controllers and the optimal PWM patterns for the PWM feedback systems with bilinear plants under the criterion of minimizing an integral quadratic performance index. The proposed new method, which integrates the OFA and the HTGA, is nondifferential, nonintegral, straightforward, and well-adapted to computer implementation. The computational complexity can, therefore, be reduced remarkably. An illustrative example for the electrohydraulic servo PWM feedback systems is given to show that the proposed method is an effective approach.
Keywords
algebra; bilinear systems; computational complexity; control system synthesis; electrohydraulic control equipment; feedback; genetic algorithms; optimal control; pulse width modulation; servomechanisms; three-term control; algebraic computation; bilinear plants; computational complexity; electrohydraulic servo; hybrid Taguchi-genetic algorithm; integral quadratic performance index; optimal proportional-integral-derivative controller design; orthogonal-functions approach; pulsewidth-modulation feedback systems; static optimization problem; static-parameters optimization problem; Algorithm design and analysis; Control systems; Design optimization; Feedback; Optimal control; Pi control; Proportional control; Pulse width modulation; Space vector pulse width modulation; Three-term control; Bilinear plants; genetic algorithms; orthogonal functions; proportional–integral–derivative (PID); pulsewidth–modulation (PWM);
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2007.908084
Filename
4343970
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