Research on Series Arc Fault Detection Method Based on the Combination of Load Recognition and MLP-SVM

In this study, a series arc fault detection method combining load recognition and multilayer perceptron-support vector machine (MLP-SVM) is proposed. The method addresses the issue of interfering loads on series arc fault detection and the lack of significant arc fault features in some loads. Initia...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Nengqi Wu, Mingyi Peng, Jiaju Wang, Honglei Wang, Qiwei Lu, Mingzhe Wu, Hanning Zhang, Fanfan Ni
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Load recognition complex matrix characteristic matrix history matrix MLP-SVM algorithm
Online Access:	https://ieeexplore.ieee.org/document/10604856/