Artificial Neural Network based Controller for Two Leg Three Phase Induction Motor

被引：0

作者：

Kiran, U. Raja ^{[1
]}

Harish, B. ^{[1
]}

Nema, R. K. ^{[1
]}

Jain, S. ^{[1
]}

机构：

[1] MANIT, Dept Elect Engn, Bhopal, India

来源：

2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE) | 2014年

关键词：

ANN; Feedforward network; Induction motor drive; Transient response; V/f method;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a two leg three phase inverter with four switches are used instead of six switches for three phase inverter. Artificial neural network (ANN) based controller is used for closed loop V/f control of induction motor (IM) drive. Here ANN is a feedforward network which is trained by levenberg marquardt (LM) algorithm. The conventional drive has good steady state response and poor transient response, but developed model has good transient response. This model reduces the switching losses and size of drive, which makes it cost effective. The model simulated in MATLAB/SIMULINK and its simulation results are discussed.

引用

页数：5

共 12 条

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