DocumentCode
736375
Title
Simulation of neuro fuzzy and ANFIS in sensorless control of BLDCM drive for high speed application
Author
Pavithra, G. ; Lakshmi, G.R.P.
Author_Institution
Department of EEE, Sathyabama University, Chennai, India
fYear
2015
fDate
22-23 April 2015
Abstract
This paper introduces a simulation of high speed based neuro-fuzzy system and ANFIS by without using the sensor control of brushless dc (BLDC) motor. The output speed of the system is improved with the help of neuro-fuzzy controller and ANFIS. This paper is mainly focuses on ANFIS training and the control system of controller is achieved then the training process and simulation results are carried out by using MATLAB software/simulink. The logic of sensorless control is based on the back EMF zero crossing method. Neuro-fuzzy logic can improve the speed of the machine, result of reduction in both torque ripple and settling time it perform faster and smoother. This method is suitable for implementation of high speed and low power concerned neuro-fuzzy system.
Keywords
Commutation; MATLAB; Reliability; ANFIS; Brushless dc motor; fuzzy logic; neuro-fuzzy controller; sensorless control;
fLanguage
English
Publisher
ieee
Conference_Titel
Computation of Power, Energy Information and Commuincation (ICCPEIC), 2015 International Conference on
Conference_Location
Melmaruvathur, Chennai, India
Print_ISBN
978-1-4673-6524-6
Type
conf
DOI
10.1109/ICCPEIC.2015.7259480
Filename
7259480
Link To Document