Abstract :
This study mainly deals with the key problem of chattering phenomena on the conventional sliding-mode control (SMC) and investigates an adaptive fuzzy sliding-mode control (AFSMC) system for an indirect field-oriented induction motor (IM) drive to track periodic commands. First, an indirect field-orientation method for an IM drive is introduced briefly. Moreover, a fuzzy logic inference mechanism is utilized for implementing a fuzzy hitting control law to remove completely the chattering phenomena on the conventional SMC. In addition, to confront the uncertainties existed in practical applications, an adaptive algorithm, which is derived in the sense of Lyapunov stability theorem, is utilized to adjust the fuzzy parameter for further assuring robust and optimal control performance. The indirect field-oriented IM drive with the AFSMC scheme possesses the salient advantages of simple control framework, free from chattering, stable tracking control performance, and robust to uncertainties. Furthermore, numerical simulation and experimental results due to periodic sinusoidal commands are provided to verify the effectiveness of the proposed control strategy, and its advantages are indicated in comparison with the conventional SMC system and the SMC system with a boundary layer
Keywords :
Lyapunov methods; adaptive control; fuzzy control; fuzzy reasoning; induction motor drives; machine vector control; numerical analysis; optimal control; robust control; variable structure systems; IM drive; Lyapunov stability theorem; adaptive tuning technique; chattering phenomena; fuzzy logic inference mechanism; fuzzy sliding-mode control; indirect field-oriented induction motor; numerical simulation; optimal control; robust control; Adaptive control; Fuzzy control; Fuzzy logic; Fuzzy systems; Induction motors; Inference mechanisms; Programmable control; Robust control; Sliding mode control; Uncertainty; Fuzzy inference mechanism; Lyapunov stability; indirect field-orientation method; induction motor (IM) drive; sliding-mode control (SMC);