Explainability Approach-Based Series Arc Fault Detection Method for Photovoltaic Systems

Explainability Approach-Based Series Arc Fault Detection Method for Photovoltaic Systems

Arc fault detection devices are mandatory worldwide for mitigating DC series arc faults in photovoltaic systems. However, they are prone to nuisance tripping. Artificial intelligence-based approaches can be a solution, but they are “black boxes” and challenging to modify. This...

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Bibliographic Details
Main Authors: Yao Wang, Jiawang Zhou, Kamal Chandra Paul, Tiefu Zhao, Dejie Sheng
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Arc discharge
artificial intelligence
deep learning
discrete Fourier transforms
electrical fault detection
electrical safety
Online Access:https://ieeexplore.ieee.org/document/10478527/

Internet

https://ieeexplore.ieee.org/document/10478527/

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