Title :
Adaptive fuzzy sliding-mode control into chattering-free induction motor drive
Author :
Saghafina, Ali ; Ping, Hew W. ; Uddin, M. Nasir ; Gaied, Khalaf S.
Author_Institution :
UMPEDAG Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
This paper presents an adaptive fuzzy sliding-mode controller (AFSMC) based on boundary layer approach for speed controller of an indirect filed-oriented control (IFOC) of induction motor (IM) drive. In general, the boundary layer approach leads to trade-off between control performances and chattering elimination. To improve control performances, a fuzzy system is assigned as reaching control part of the fuzzy sliding-mode so that it eliminates the chattering completely despite uncertainties in the system. The applied fuzzy controller acts like saturation function with a nonlinear slope inside thin boundary layer near 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 :
adaptive control; angular velocity control; fuzzy control; 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 controller; boundary layer approach; chattering-free induction motor drive; fuzzy system; indirect filed-oriented control; nonlinear slope; saturation function; sliding surface; speed controller; Control systems; Induction motors; Mathematical model; Rotors; Stability analysis; Stators; Uncertainty; Induction motor; Speed controller; adaptive fuzzy sliding mode controller; boundary layer approach; sliding mode control;
Conference_Titel :
Industry Applications Society Annual Meeting (IAS), 2012 IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-0330-9
Electronic_ISBN :
0197-2618
DOI :
10.1109/IAS.2012.6374028