A Fast Fault Identification in a Grid-Connected Photovoltaic System Using Wavelet Multi-Resolution Singular Spectrum Entropy and Support Vector Machine

A Fast Fault Identification in a Grid-Connected Photovoltaic System Using Wavelet Multi-Resolution Singular Spectrum Entropy and Support Vector Machine

A new protection scheme based on applying a combination of wavelet multi-resolution singular spectrum entropy and support vector machine is proposed to identify different types of grid faults in a three-phase grid-tied photovoltaic system. In this technique, discrete wavelet transform with multi-res...

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Bibliographic Details
Main Authors: Masoud Ahmadipour, Hashim Hizam, Mohammad Lutfi Othman, Mohd Amran Mohd Radzi, Nikta Chireh
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
grid-tied photovoltaic system
fault identification
discrete wavelet transform
multi-resolution singular spectrum entropy
support vector machine
Online Access:https://www.mdpi.com/1996-1073/12/13/2508

Internet

https://www.mdpi.com/1996-1073/12/13/2508

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