Classification of the Type of Harmonic Source Based on Image-Matrix Transformation and Deep Convolutional Neural Network

Classification of the Type of Harmonic Source Based on Image-Matrix Transformation and Deep Convolutional Neural Network

The classification of harmonic source types is a necessary step to alleviate harmonic pollution. This study proposes a method for the harmonic source classification based on 2-D image-matrix transformation (IMT) and deep convolutional neural network (CNN). The method firstly converts the V-I wavefor...

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Bibliographic Details
Main Authors:	Fei Mei, Haoyuan Sha
Format:	Article
Language:	English
Published:	IEEE 2019-01-01
Series:	IEEE Access
Subjects:	IMT CNN type of harmonic source classification
Online Access:	https://ieeexplore.ieee.org/document/8906105/

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