Series Arc Fault Detection Based on Improved Artificial Hummingbird Algorithm Optimizer Optimized XGBoost

Series Arc Fault Detection Based on Improved Artificial Hummingbird Algorithm Optimizer Optimized XGBoost

Based on the wide variety of electrical appliances, it is difficult to detect similar current waveforms when different appliances experience arc faults due to insufficient extraction of fault arc characteristics and low detection accuracy. To address these issues, a series arc fault detection method...

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Bibliographic Details
Main Authors: Lichun Qi, Takahiro Kawaguchi, Seiji Hashimoto
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
arc fault
artificial hummingbird algorithm
feature extraction
XGBoost
Online Access:https://www.mdpi.com/2076-3417/15/12/6861
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