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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD)
An International Open Access Journal |   ISSN: 2456-4184 |  IMPACT FACTOR: 5.57

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Paper Title: Transformer Protection using Artificial Neural Network
Authors Name: Mr S.B.Parmar , Mr. B.S.Shah
Author Reg. ID:
IJNRD_170042
Published Paper Id: IJNRD1705023
Published In: Volume 2 Issue 5, May-2017
Abstract: This paper gives idea about use of artificial neural network to the protection of power transformer. The high pointed demand includes the requirements of dependability associated with no false tripping and operating speed with short fault detection and clearing time. By use of the second harmonic restrain and using discrete Fourier transform (DFT) problems such as long restrain time and inability to discriminate internal fault from magnetizing inrush condition. So, artificial neural network (ANN), a helping tool for artificial intelligence (AI), The wavelet transform(WT) which has the ability to extract information from transient signals in both time and frequency domain simultaneously is used for the analysis of power transformer The ANN is tested by varying the hidden layers, number of nodes in the hidden layer, learning rate and momentum factor, and the suitable architecture of ANN is selected having least mean square error during observations.
Keywords: Transformer Protection using Artificial Neural Network
Cite Article: "Transformer Protection using Artificial Neural Network", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.2, Issue 5, page no.108-111, May-2017, Available :http://www.ijnrd.org/papers/IJNRD1705023.pdf
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