DC serial arc fault recognition in aircraft using machine learning techniques

DC serial arc fault recognition in aircraft using machine learning techniques

Arc fault detection represents one of the major challenges for protection systems used in aeronautical industry due to the high demand in terms of reliability, robustness and detection time. Current aircraft has no system capable of recognize arc faults respecting those requirements. The problem bec...

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Bibliographic Details
Main Authors: Raul Carreira Rufato, Thierry Ditchi, Cyril Van de Steen, Thierry Lebey, Yacine Oussar
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
Serial DC arc fault detection 
Machine learning
Internal SVM – RFE
Reliability
Robustness
Detection time
Online Access:http://www.sciencedirect.com/science/article/pii/S0142061524006318
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