• DocumentCode
    3088954
  • Title

    A correction PI-like fuzzy logic controller for SRM drives system

  • Author

    Wang, Shun-Chung ; Lee, Chia-Cheng ; Liu, Yi-Hua ; Chen, Yuan-Lin

  • Author_Institution
    Dept. of Electr. Eng., Lunghwa Univ. of Sci. & Technol., Taoyuan, Taiwan
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    1346
  • Lastpage
    1351
  • Abstract
    Based on the rebuilt of control rule base, a modified type PI-like fuzzy logic controller (FLC) with output scaling factor (SF) self-tuning mechanism is proposed in this paper for application in the switched reluctance motor (SRM) drive system. This paper intends to simplify the construction hierarchy and computational complexity of the controller by trimming the number of fuzzy sets in the membership functions (MFs) but still without losing the system performance and stability. For the proposed controller, the output scaling factor can be adjusted continuously by a gain updating factor, whose value is derived from the fuzzy logic reasoning with the error and change of error of the plant as the input variables. Design considerations about the membership function, rule base, and gain tuning strategy are described in detail. Experimental results and comparisons carried out on a four phase 8/6 pole SRM based on the DS1104 control desk are given to show the feasibility and effectiveness of the devised methods.
  • Keywords
    PI control; fuzzy control; fuzzy set theory; machine control; reluctance motor drives; self-adjusting systems; PI controller; SRM drives; computational complexity; fuzzy logic controller; fuzzy sets; membership functions; scaling factor; self-tuning mechanism; switched reluctance motor; Computational complexity; Control systems; Error correction; Fuzzy logic; Fuzzy sets; Input variables; Reluctance machines; Reluctance motors; Stability; System performance; fuzzy logic controller; scaling factor; switched reluctance motor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4244-5045-9
  • Electronic_ISBN
    978-1-4244-5046-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2010.5514909
  • Filename
    5514909