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Use of Artificial Neural Network to Predict the Various Impedances of K-Rated Transformer

Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.3, No. 9)

Publication Date:

Authors : ; ; ; ;

Page : 429-435

Keywords : K-rated Transformer; Non-linear load; Harmonics; ANN; Back Propagation; De-rating of Transformer; Thermal Stress; Short Circuit test of Transformer.;

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Abstract

In this research paper the detailed analysis and prediction of the influence of various harmonics on the supply transformer like power transformer and distribution transformer and changes in the reactance value of the same by using the approach of ANN. The harmonics created due to non-linear load such as solid state devices in the load side of the transformer. These harmonics travelled from load to source transformer and create various iron losses and other related losses which may eventually burn the source transformer. By this analysis a designer can predict by regression method the design parameters of the De-rated transformer which also called K-rated transformer.

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Last modified: 2014-10-16 21:47:48