Pwm Controller Using Artificial Neural Network For Voltage Fed Inverter Induction Motor Drive

Muhammad Sohaib, JVK Chaitanya Varma, Dileep Kumar Appana *

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ZENODO

Article . 2016

License: CC BY

Data sources: Datacite

ZENODO

Article . 2016

License: CC BY

Data sources: ZENODO

Pwm Controller Using Artificial Neural Network For Voltage Fed Inverter Induction Motor Drive

descriptionPublicationkeyboard_double_arrow_right Article 24 Dec 2016Publisher:Zenodo

Authors: Muhammad Sohaib, JVK Chaitanya Varma, Dileep Kumar Appana *;

doi: 10.5281/zenodo.221009

Pwm Controller Using Artificial Neural Network For Voltage Fed Inverter Induction Motor Drive

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Abstract

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.

Keywords

space vector pulse width modulation, artificial neural network, Induction Motor.

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