Speed Control of Induction Motor using Artificial Neural Network |
Author(s): |
| Rafat Jabeen Sabri , JD POLYTECHNIC, NAGPUR |
Keywords: |
| Speed Control, Induction Motor, Artificial Neural Network |
Abstract |
|
I carried a project on Neural Network based Speed Control of Induction Motor. The scheme consists of a neural network controller, a reference model, and an algorithm for changing the NN weights in order that the speed of the drive can track of the reference speed. In recent years artificial neural networks (ANNs) have gained a wide attention in control applications. It is the ability of the artificial neural networks to model nonlinear systems that can be the most readily exploited in the synthesis of non-linear controllers. Artificial neural networks have been used to formulate a variety of control strategies. A qualified speed tracking and load regulating responses can be obtained by the proposed controller. I will use MATLAB Simulink models, ANN blocks or programs for intelligent and nonlinear control. |
Other Details |
|
Paper ID: IJSRDV6I20853 Published in: Volume : 6, Issue : 2 Publication Date: 01/05/2018 Page(s): 1665-1667 |
Article Preview |
|
|
|
|
