A Comparative Analysis of FLC and ANFIS Controller for Vector Controlled Induction Motor Drive
Optimization of Electrical Electronic Equipment. International Symposium on Advanced Electromechanical Motion Systems. Side, Turkey 2-4 September 2015., Antalya, Türkiye, 2 - 04 Eylül 2015, ss.102-106, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Basıldığı Şehir: Antalya
- Basıldığı Ülke: Türkiye
- Sayfa Sayıları: ss.102-106
- Hakkari Üniversitesi Adresli: Hayır
Özet
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.