• DocumentCode
    2930894
  • 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
  • fYear
    2012
  • fDate
    16-18 Nov. 2012
  • Firstpage
    203
  • Lastpage
    207
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Theory and it's Applications (iFUZZY), 2012 International Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4673-2057-3
  • Type

    conf

  • DOI
    10.1109/iFUZZY.2012.6409701
  • Filename
    6409701