Title :
High performance vector controlled induction motor drive by combining the advanced hybrid PWM and ANFIS
Author :
Reddy, N. Ravi Sankar ; Reddy, T. Brahmananda ; Amarnath, J. ; SubbaRayudu, D.
Author_Institution :
Dept. of Electr. & Electron. Eng., G.Pulla Reddy Eng. Coll., Kurnool, India
Abstract :
To reduce the steady state current ripple and complexity involved in the designing of a conventional PI type speed controller, this paper presents an advanced hybrid PWM (AHPWM) algorithm together with an ANFIS for vector controlled induction motor drive. Moreover, to reduce the complexity involved in the conventional space vector approach, the proposed AHPWM algorithm uses the concept of imaginary switching times. The proposed AHPWM algorithm is designed based on the notion of stator flux ripple. Modulation index and duty cycle dependent expression for rms value of the stator flux ripple over a sampling interval is calculated. The rms flux ripple characteristics are graphically illustrated, from which the proposed hybrid PWM algorithm is developed. To validate the proposed drive, simulation studies have been carried out and the results are presented.
Keywords :
PI control; adaptive control; angular velocity control; control system synthesis; fuzzy control; induction motor drives; machine vector control; neurocontrollers; AHPWM algorithm; ANFIS; PI-type speed controller; adaptive neuro-fuzzy inference systems; advanced hybrid PWM; duty cycle dependent expression; high-performance vector controlled induction motor drive; imaginary switching times; modulation index; rms flux ripple characteristics; space vector approach; stator flux ripple; steady state current ripple; Complexity theory; MATLAB; Pulse width modulation; Switches; Advanced discontinuous PWM; discontinuous PWM; imaginary switching times; stator flux ripple; vector control;
Conference_Titel :
Power Electronics, Drives and Energy Systems (PEDES) & 2010 Power India, 2010 Joint International Conference on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4244-7782-1
DOI :
10.1109/PEDES.2010.5712442