Open AccessPWM CONTROLLER USING ARTIFICIAL NEURAL NETWORK FOR VOLTAGE FED INVERTER INDUCTION MOTOR DRIVE
Author(s) -
JVK Chaitanya Varma Muhammad Sohaib
Publication year - 2016
Publication title -
zenodo (cern european organization for nuclear research)
Language(s) - English
DOI - 10.5281/zenodo.221009
Subject(s) - induction motor , artificial neural network , pulse width modulation , inverter , control theory (sociology) , computer science , motor drive , voltage , control engineering , neuroscience , engineering , artificial intelligence , biology , control (management) , electrical engineering , mechanical engineering
The paper describes feed forward ANN based SVM that fully control three phase inverter in the linear region. A back propagation –type feed forward ANN is trained offline with data generated by this simple algorithm, and then extensively evaluated on V/Hz controlled induction motor drive