UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 11
November-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2111041


Registration ID:
316630

Page Number

a291-a300

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Title

Novel Concept of Fault Detection using ANN and 3 Circuit Breakers

Abstract

In power systems, defensive devices can distinguish fault conditions and work circuit breakers and different devices to restrict the deficiency of administration because of a disappointment. In light of the counterfeit neural network , the fault discovery of microgrid was contemplated. A limited scale demonstrating of the microgrid including sunlight powered chargers , battery energy stockpiling system, burdens and AC framework is recreated in MATLAB. An unexpected change in the worth of auxiliary current ISec and the heap power PL is the reason for the calculation that identify the fault area. Here we notice the spikes in the diagram of ISec as the faults .These faults are created physically by turning on every one of the circuit breakers at different snapshots of a day . Likewise the faults were concentrated by keeping just as separating the battery regulator. Having created the information at different occasions of a day and preparing the dataset in ANN brought a respectable exactness of (70%~80 %). So having new information of power, ISec and time, we can anticipate in case there is a fault or not , and in case there is , the area of the fault not set in stone pretty precisely.

Key Words

Fault Detection , Circuit Breakers , ANN

Cite This Article

"Novel Concept of Fault Detection using ANN and 3 Circuit Breakers", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 11, page no.a291-a300, November-2021, Available :http://www.jetir.org/papers/JETIR2111041.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Novel Concept of Fault Detection using ANN and 3 Circuit Breakers", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 11, page no. ppa291-a300, November-2021, Available at : http://www.jetir.org/papers/JETIR2111041.pdf

Publication Details

Published Paper ID: JETIR2111041
Registration ID: 316630
Published In: Volume 8 | Issue 11 | Year November-2021
DOI (Digital Object Identifier):
Page No: a291-a300
Country: DCM, Rajasthan, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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