• DocumentCode
    1716635
  • Title

    Performance evaluation of fuzzy PI/PD-based H controller for BLDC drives: A real-time implementation

  • Author

    Rubaai, Ahmed

  • Author_Institution
    Electr. & Comput. Eng. Dept., Howard Univ., Washington, DC, USA
  • fYear
    2013
  • Firstpage
    96
  • Lastpage
    103
  • Abstract
    This paper describes experimental implementation to demonstrate that it is physically viable to implement adaptive fuzzy controller-based H∞ tracking for high performance brushless motor drives. The fuzzy controller is based on PI/PD control structure and equipped with an adaptive learning algorithm to achieve H∞ tracking performance with external disturbances. The fuzzy-PI and fuzzy-PD design serves as an improvement to PID control and a baseline for H∞ optimal control design; thus providing H∞ tracking with accuracy and achieve finer performance. The robustness of the proposed controller is displayed for different types of trajectories. Experimental results suggest that the effect of both the fuzzy approximation error and external disturbance on the tracking error can be attenuated efficiently by the proposed adaptive fuzzy-H∞ controller. The controller is suitable for the robust tracking control of the uncertain nonlinear drive systems and is an attractive control design tool.
  • Keywords
    DC motor drives; H control; PD control; PI control; adaptive control; brushless DC motors; control system synthesis; fuzzy control; learning (artificial intelligence); machine control; robust control; three-term control; uncertain systems; BLDC drives; H∞ optimal control design; PI-PD control structure; adaptive fuzzy controller-based H∞ tracking performance; adaptive learning algorithm; attractive control design tool; external disturbances; fuzzy PI-PD-based H controller; fuzzy approximation error; fuzzy-PD design; fuzzy-PI design; high performance brushless motor drives; performance evaluation; real-time implementation; robust tracking control; uncertain nonlinear drive systems; Brushless DC motors; Fuzzy logic; Inverters; PD control; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2013 14th International Conference on
  • Conference_Location
    Sousse
  • Print_ISBN
    978-1-4799-2953-5
  • Type

    conf

  • DOI
    10.1109/STA.2013.6783112
  • Filename
    6783112