Development of an Intelligent Detection Method of DC Series Arc Fault in Photovoltaic System Using Multilayer Perceptron and Bi-Directional Long Short-Term Memory

A DC series arc fault is one of the significant sources of electrical wiring fires in residential buildings. The production of extremely high temperatures may lead to the ignition of nearby combustible materials. The applications of arc fault diagnosis based machine learning are a global interest d...

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Bibliographic Details

Published in:	Iraqi Journal for Computer Science and Mathematics
Main Authors:	Alaa Hamza Omran, Dalila Mat Said, Siti Maherah Hussin, Sadiq H. Abdulhussein, Nasarudin Ahmad, Haidar Samet
Format:	Article
Language:	English
Published:	College of Education, Al-Iraqia University 2023-08-01
Subjects:	DC Fault Series Arc Fault Bi-LSTM CNN
Online Access:	https://journal.esj.edu.iq/index.php/IJCM/article/view/986