Machine Learning-Based Image Pattern Recognition Using Histogram of Oriented Gradient for Islanding Detection

Machine Learning-Based Image Pattern Recognition Using Histogram of Oriented Gradient for Islanding Detection

A vital issue faced by the distribution network is the occurrence of unintentional islanding. The failure to identify unintentional islanding results in significant implications for both the power system and human lives. In this paper, a novel machine learning islanding detection method (IDM) based...

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Bibliographic Details
Main Authors: Kumaresh Pal, Kumari Namrata, Ashok Kumar Akella, Manoj Gupta, Pannee Suanpang, Aziz Nanthaamornphong
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Total harmonics distortion (THD)
histogram of oriented gradient (HOG)
scalogram images
spectrogram images
machine learning (ML) algorithm
Online Access:https://ieeexplore.ieee.org/document/10975757/
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