文章基本信息

标题：Online Rotor Resistance Evaluation of Induction Motor Using ANN
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作者：Ganesh Shirsat ; Ashok Kumar Jhala
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2016
卷号：5
期号：1
页码：491
DOI：10.15680/IJIRSET.2016.0501079
出版社：S&S Publications
摘要：The goal of this paper is to estimate the parameters of squirrel-cage induction motor with the help ofArtificial Neural Network (ANN) .Firstly presented mathematical modeling of nonlinear multivariable control systemof squirrel-cage induction motor. Feed forward and recurrent network of ANN is used to remember the identifiedparameters at steady state and compute during transient state. The simulation and ANN based mathematical modelingresults of Induction motor are analyzed. The performance of given two methods is evaluated.
关键词：Squirrel-cage Induction motor; ANN (Artificial neural network); Rotor resistance; Mutual inductance;Parameter identification