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Wavelet packet and support vector machine analysis of series DC ARC fault detection in photovoltaic system

  • Published:2018-10-04 Issue:2 Volume:14 Page:192-200
  • ISSN:1931-4973
  • Container-title:IEEJ Transactions on Electrical and Electronic Engineering
  • language:en
  • Short-container-title:IEEJ Trans Elec Electron Eng

Author:

Xia Kun1,He Sheng1,Tan Yuan1,Jiang Quan1,Xu Jingjun1,Yu Wei1

Affiliation:

1. Department of Electrical Engineering; University of Shanghai for Science and Technology; Shanghai, 200093 China

Funder

Key Project of National Natural Science Foundation of China

National Natural Science Foundation of China

Publisher

Wiley

Subject

Electrical and Electronic Engineering

Reference22 articles.

1. Strobl C Meckler P Proceedings of the 56th IEEE Holm Conference on Electrical Contacts 2010 1 7

2. Series DC arc fault detection algorithm for DC microgrids using relative magnitude comparison;Chae;IEEE Journal of Emerging & Selected Topics in Power Electronics,2016

3. A comprehensive review of catastrophic faults in PV arrays: Types, detection, and mitigation techniques;Alam;IEEE Journal of Photovoltaics,2015

4. Comparative evaluation of DC fault-Mitigation techniques in large PV systems;Albers;IEEE Journal of Photovoltaics,2015

5. DC electric arc-flash hazard-risk evaluations for photovoltaic systems;Yuventi;IEEE Transactions on Power Delivery,2014

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2. Health state diagnosis of air duct for photovoltaic inverter based on PSO-SVM classifier;Microelectronics Reliability;2023-11

3. Real-Time Lightning Protection of Renewable Energy Systems Based on the Time-Frequency Arc Detection;2023 International Symposium on Lightning Protection (XVII SIPDA);2023-10-09

4. Methodology for the Analysis of Series Arc Fault Algorithms;2023 IEEE 50th Photovoltaic Specialists Conference (PVSC);2023-06-11

5. Development of a machine-learning-based method for early fault detection in photovoltaic systems;Journal of Engineering and Applied Science;2023-04-18
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