Title :
Fuzzy bacterial foraging system and its applications in control of servo motors
Author :
Yu-Sheng Lin ; Yih-Guang Leu ; Wei-Cheng Lu
Author_Institution :
Dept. of Appl. Electron. Technol., Nat. Taiwan Normal Univ., Taipei, Taiwan
Abstract :
In this paper, using bacterial foraging algorithm to adjust the parameters of fuzzy model is presented, and utilizing the fuzzy model designs an feedback controller for servo motors with voltage regulators. The procedure of the bacterial foraging algorithm simulates the movement of an E.coli bacterium through swimming and tumbling in problem search space in order to find the optimal solution. For effectively and online tuning the fuzzy model, the bacterial foraging algorithm is simplified and adapted to the design of controllers. Besides, the servo motor experiment and simulation results prove the feasibility and applicability of the proposed method.
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; optimisation; servomotors; voltage control; E coli bacterium; bacterium swimming; bacterium tumbling; controller design; feedback controller design; fuzzy bacterial foraging system; fuzzy model parameter; online tuning; servo motor control; voltage regulator; Algorithm design and analysis; Educational institutions; Microorganisms; Optimization; Servomotors; Voltage control; Bacterial Foraging Algorithm; Control System; Fuzzy System;
Conference_Titel :
Fuzzy Theory and it's Applications (iFUZZY), 2012 International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-4673-2057-3
DOI :
10.1109/iFUZZY.2012.6409701