Title :
Performance evaluation of fuzzy PI/PD-based H∞ controller for BLDC drives: A real-time implementation
Author_Institution :
Electr. & Comput. Eng. Dept., Howard Univ., Washington, DC, USA
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;
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
DOI :
10.1109/STA.2013.6783112