Continuous Wavelet Transform and CNN for Fault Detection in a Helical Gearbox

This paper studies the relevance of CWT (continuous wavelet transform) processing of vibration signals for improving the performance of CNN-based models that detect certain types of helical gearbox faults. Gear tooth damages, such as incipient and localized pitting and localized wear on helical pini...

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Bibliographic Details
Main Authors: Iulian Lupea, Mihaiela Lupea
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/2/950
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