A Comparative Analysis of FLC and ANFIS Controller for Vector Controlled Induction Motor Drive

Kılıç E., Özçalık H. R., Yılmaz Ş., Şit S.

Optimization of Electrical Electronic Equipment. International Symposium on Advanced Electromechanical Motion Systems. Side, Turkey 2-4 September 2015., Antalya, Turkey, 2 - 04 September 2015, pp.102-106 identifier

  • Publication Type: Conference Paper / Full Text
  • City: Antalya
  • Country: Turkey
  • Page Numbers: pp.102-106
  • Hakkari University Affiliated: No

Abstract

Abstract:

This paper presents an adaptive neuro-fuzzy inference system (ANFIS) based speed control for indirect field oriented controlled induction motor drive. The obtaining of maximum torque and efficiency in the motor necessitates a successful nonlinear speed control method due to the non-linear structure of the system. In this work, a fuzzy logic controller (FLC) and ANFIS controller has been developed for speed control of induction motors. Parameters of ANFIS are tuned with on-line direct self-tuning method. The performance of proposed controllers has been examined in different working conditions. Simulation studies shows robustness and suitability of drive for high performance drive applications.