Title :
GA-based multiobjective PID control for a linear brushless DC motor
Author :
Lin, Chun-Liang ; Jan, Horn-Yong ; Shieh, Niahn-Chung
Author_Institution :
Inst. of Autom. Control Eng., Feng Chia Univ., Taiwan
fDate :
3/1/2003 12:00:00 AM
Abstract :
This paper presents a robust output tracking control design method for a linear brushless DC motor with modeling uncertainties. Two frequency-domain specifications directly related to the mixed sensitivity function and control energy consumption are imposed to ensure stability and performance robustness. With regard to time-domain specifications, the rise time, maximum overshoot and steady-state error of the step response are considered. A generalized two-parameters proportional, integral, and derivative (PID) control framework is developed via a genetic searching approach ensuring the specifications imposed. The proposed design method is intuitive and practical that offers an effective way to implement simple but robust solutions covering a wide range of plant perturbation and, in addition, provides excellent tracking performance without resorting to excessive control. Extensive experimental and numerical results for a linear brushless motor confirm the proposed control design approach.
Keywords :
brushless DC motors; genetic algorithms; linear motors; machine control; robust control; sensitivity analysis; step response; three-term control; tracking; brushless DC motor; energy consumption; frequency-domain; genetic algorithm; linear motor; multiobjective PID control; output tracking; robust control; sensitivity function; stability; step response; time-domain; Brushless DC motors; Control design; Energy consumption; PD control; Robust control; Robust stability; Steady-state; Three-term control; Time domain analysis; Uncertainty;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2003.809136