Title :
Design of plant-friendly PID controllers based on constrained optimization
Author :
Shi, Dawei ; Wang, Junzheng ; Ma, Liling ; Zhao, Jiangbo
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
Abstract :
Large variations of the control variable add to plant wear and tear. In view of this fact, this paper provides a plant-friendly PID controller design method by minimizing the weighted sum of the integral of squared time-weighted error and the integral of squared time-weighted derivative of the control variable with respect to a step set-point change. The robustness of the system is guaranteed by a constraint on the maximum sensitivity. The optimization problem is solved using a real-coded genetic algorithm. This method only requires the process frequency response, which can be directly obtained from input-output data. Applications to typical process models and comparative studies show that the proposed method can efficiently reduce the variations of control variable and usually obtains a smoother step response with a shorter settling time. It is also shown that the filter time constant of the PID controller can serve as a balance to make proper trade-offs between transient performance and plant-friendliness.
Keywords :
genetic algorithms; integral equations; robust control; stability; three-term control; PID controllers; constrained optimization; genetic algorithm; squared time-weighted derivative integral; squared time-weighted error integral; system robustness; Constraint optimization; Design automation; Design optimization; Error correction; Feedback; Genetic algorithms; Optimization methods; Performance analysis; Robustness; Three-term control; Constrained Optimization; Genetic Algorithm; PID Control; Plant-Friendliness;
Conference_Titel :
Automation and Logistics, 2009. ICAL '09. IEEE International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-4794-7
Electronic_ISBN :
978-1-4244-4795-4
DOI :
10.1109/ICAL.2009.5262901