Utilization of an ANFIS-STSM Algorithm to Minimize Total Harmonic Distortion

Abstract

Recently applications of second order super-twisting sliding mode (STSM) algorithm become more convenient in control of AC machines. The conventional technique, the capability of creating a high value of current or voltage. On the other hand, the STSMC algorithm popular in more applications. There are several types of intelligent techniques such as neural networks (NNs), adaptive network-based fuzzy inference system (ANFIS) and fuzzy logic controller (FLC). The ANFIS controller is very popular than other controllers because its control is very simple in comparison with others. The new technique of STSMC is utilized to reduce the harmonic distortion in direct torque control (DTC). Cat ANFIS-STSM algorithm is introduced as a new STSM algorithm to minimize harmonic distortion and electromagnetic torque ripples. The simulation results have been carried out using Matlab/Simulink software.