Title :
Adaptive Fuzzy Sliding-Mode Control Into Chattering-Free IM Drive
Author :
Saghafinia, Ali ; Hew Wooi Ping ; Uddin, M. Nasir ; Gaeid, Khalaf Salloum
Author_Institution :
UM Power Energy Dedicated Adv. Centre, Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
This paper presents an adaptive fuzzy sliding-mode controller (AFSMC) based on the boundary layer approach for speed control of an indirect field-oriented control (IFOC) of an induction motor (IM) drive. In general, the boundary layer approach leads to a tradeoff between control performances and chattering elimination. To improve the control performances, a fuzzy system is assigned as reaching control part of the fuzzy sliding-mode so that it eliminates the chattering completely in spite of the large uncertainties in the system. The applied fuzzy controller acts like a saturation function with a nonlinear slope inside thin boundary layer near the sliding surface to guarantee the stability of the system. Moreover, an adaptive law is implemented to estimate the unknown bound of uncertainty, which is obtained in the sense of Lyapunov stability theorem to minimize the control effort. The proposed AFSMC-based IM drive is implemented in real-time using DSP board TI TMS320F28335. The experimental and simulation results show the effectiveness of the proposed AFSMC-based IM drive at different operating conditions.
Keywords :
Lyapunov methods; adaptive control; angular velocity control; fuzzy control; fuzzy systems; induction motor drives; machine vector control; stability; variable structure systems; AFSMC-based IM drive; DSP board TI TMS320F28335; IFOC; Lyapunov stability theorem; adaptive fuzzy sliding-mode control; adaptive law; chattering-free IM drive; fuzzy system; indirect field-oriented control; induction motor drive; nonlinear slope; saturation function; sliding surface; speed control; system stability; thin boundary layer approach; Control systems; Induction motors; Mathematical model; Rotors; Stators; Torque; Uncertainty; Adaptive fuzzy sliding-mode controller; boundary layer approach; induction motor; sliding-mode control; speed controller;
Journal_Title :
Industry Applications, IEEE Transactions on
DOI :
10.1109/TIA.2014.2328711