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Novel Transfer Learning Based on Support Vector Data Description for Aeroengine Fault Detection
Publisher: ASCE
Abstract: Fault detection is an important part of aeroengine health management. Intelligent fault detection methods represented by machine learning have been widely studied. However, most studies assume that training and test data ...
A Turboshaft Aeroengine Fault Detection Method Based on One-Class Support Vector Machine and Transfer Learning
Publisher: ASCE
Abstract: The fault detection of turboshaft engines is very important to ensure the flight safety of helicopters. Because there are few fault data in engine historical operation data, engine fault detection is often regarded as an ...
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