Title :
A robust fuzzy logic controller with fuzzy adapted scaling factors for vector control of induction motor drive
Author :
Kouzi, K. ; Saïd, M-S Naït
Author_Institution :
Electr. Eng. Dept., Laghouat Univ., Laghouat
Abstract :
This paper describes a simple but powerful and robust fuzzy tuning procedure for on-line adapting the scaling factors of a fuzzy logic controller (FLC) for the high performance drives induction motor (IM). This fuzzy adaptation does not require the knowledge of the system model. The improvements and the performances of the proposed controller based on IM drive are investigated and illustrated by some simulation results at different dynamic operating conditions such as sudden change in command speed, step change in load and some key parameters deviation. The suggested controller can be applied to a large class of robotic and other mechanical systems.
Keywords :
fuzzy control; induction motor drives; machine vector control; robust control; dynamic operating conditions; fuzzy adapted scaling factors; induction motor drive; mechanical systems; robotic systems; robust fuzzy logic controller; robust fuzzy tuning procedure; step load change; sudden command speed change; vector control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Induction motor drives; Induction motors; Machine vector control; Power system modeling; Robots; Robust control; Field oriented induction; Fuzzy logic controller; Fuzzy self-tuning of the scaling factors; Speed regulation motor;
Conference_Titel :
Electronics, Circuits and Systems, 2005. ICECS 2005. 12th IEEE International Conference on
Conference_Location :
Gammarth
Print_ISBN :
978-9972-61-100-1
Electronic_ISBN :
978-9972-61-100-1
DOI :
10.1109/ICECS.2005.4633605