Title :
Fuzzy PID controller design using synchronous bacterial foraging optimization
Author :
Su, Te-Jen ; Chen, Guan-Yu ; Cheng, Jui-Chuan ; Yu, Chia-Jung
Author_Institution :
Nat. Kaohsiung, Univ. of Appl. Sci., Kaohsiung, Taiwan
Abstract :
In this paper, we propose the synchronous bacterial foraging optimization (SBFO) approach to optimize proportional, integral, and derivative (PID) parameters for estimating the performance of a fuzzy PID controller. In order to reduce or remove the steady state error of conventional controller, so we employ the fuzzy interference structure to adjust the PID controller gains and SBFO algorithm. From the simulated results show that the proposed approach has better performance compared with genetic algorithm (GA) and BFO approaches.
Keywords :
Design optimization; Error correction; Fuzzy control; Microorganisms; PD control; Parameter estimation; Pi control; Proportional control; Steady-state; Three-term control; fuzzy PID controller; genetic algorithm; synchrnous bacterial foraging optimization;
Conference_Titel :
Information Sciences and Interaction Sciences (ICIS), 2010 3rd International Conference on
Conference_Location :
Chengdu, China
Print_ISBN :
978-1-4244-7384-7
Electronic_ISBN :
978-1-4244-7386-1
DOI :
10.1109/ICICIS.2010.5534679