Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification

Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification

Integrating different types of renewable energy sources in the power system substantially challenges the power quality (PQ), directly affecting the system’s stability and service life span. The rise of power quality disturbances (PQD) generates irregularities in voltage and current wavefo...

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Bibliographic Details
Main Authors: Mohammed F. Al-Mashdali, Asif Islam, Abdulbasit Hassan, Md Shafiullah, Mujahed Al-Dhaifallah, Khalid Al Fuwail
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks (CNN)
power quality (PQ)
renewable energy
machine learning
Online Access:https://ieeexplore.ieee.org/document/10836692/
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