A DC Series Arc Fault Detection Method Based on a Lightweight Convolutional Neural Network Used in Photovoltaic System

A DC Series Arc Fault Detection Method Based on a Lightweight Convolutional Neural Network Used in Photovoltaic System

Although photovoltaic (PV) systems play an essential role in distributed generation systems, they also suffer from serious safety concerns due to DC series arc faults. This paper proposes a lightweight convolutional neural network-based method for detecting DC series arc fault in PV systems to solve...

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Bibliographic Details
Main Authors: Yao Wang, Cuiyan Bai, Xiaopeng Qian, Wanting Liu, Chen Zhu, Leijiao Ge
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Energies
Subjects:
photovoltaic (PV) system
DC series arc fault
power spectrum estimation
attentional mechanism
lightweight convolutional neural network
Online Access:https://www.mdpi.com/1996-1073/15/8/2877

Internet

https://www.mdpi.com/1996-1073/15/8/2877

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