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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
DETECTION AND IDENTIFICATION OF FAULTS IN UNDERGROUND CABLE USING ARTIFICIAL NEURAL NETWORK
Authors
Athira N, Roshni V V, Sreethi Pradeep, Vaishna Mammathan, Lakshmi S Suresh
Keywords
Underground cable, Simulink, ANN, Training, Fault types.
Abstract
This paper presents an Artificial Neural Network (ANN) simulated model of fault detection and identification in an underground cable network. To be precise, a two-step sectionalized process is carried out in a phased manner. Step one is initiated by the modelling of transmission system using MATLAB-SIMULINK followed by the creation of faults in the system network. Secondly the Fourier analyzed fault parameters obtained from the Simulink model is fed to the training set of ANN. Identifying the fault type plays a vital role as the sudden outcome of different fault types implicate the stability, reliability and other serious post fault effects which is to be suppressed before identifying the location and method of isolation.
IJCRT's Publication Details
Unique Identification Number - IJCRTH020003
Paper ID - 211928
Page Number(s) - 14-19
Pubished in - Volume 9 | Issue 10 | October 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Athira N, Roshni V V, Sreethi Pradeep, Vaishna Mammathan, Lakshmi S Suresh, "DETECTION AND IDENTIFICATION OF FAULTS IN UNDERGROUND CABLE USING ARTIFICIAL NEURAL NETWORK", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 10, pp.14-19, October 2021, Available at :http://www.ijcrt.org/papers/IJCRTH020003.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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