Browsing Department of Electrical & Electronic Engineering (EEE) by Subject "Artificial Neural Network"

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Position Sensorless Control of 4S3P Inverter Fed PMSM Drive Based on Artificial Neural Network

Halder, Kalyan Kumar (Khulna University of Engineering & Technology (KUET), Khulna, Bangladesh., 2012-05)

A position sensorless Permanent Magnet Synchronous Motor (PMSM) drive based on single layer Recurrent Neural Network (RNN) is presented in this research work. In the proposed control methodology, instead of a usual ...
Study of Artificial Neural Network and Observer-Based High Performance Induction Motor Drives

Rafiq, Md. Abdur (Bangladesh Institute of Technology (BIT), Khulna, Bangladesh., 2001-03)

The main subject matter of this dissertation is to study the performance of artificial neural network and observer based high performance induction motor drive. Four suitable flux observers compatible with drive control ...
Study of Hybrid Intelligent Controller for Interior Permanent Magnet Synchronous Motor Drive

Shaha, Abhijit (Khulna University of Engineering & Technology (KUET), Khulna, Bangladesh., 2013-09)

In this study, Genetic Algorithm (GA) based high performance control of synchronous motor is proposed whose rotor flux is estimated by evolutionary algorithm learning based Artificial Neural Network (ANN). Fast dynamic ...

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