PWM CONTROLLER USING ARTIFICIAL NEURAL NETWORK FOR VOLTAGE FED INVERTER INDUCTION MOTOR DRIVE | Zendy

JVK Chaitanya Varma Muhammad Sohaib | Zendy

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PWM 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

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