Planetary Gearboxes Fault Diagnosis Based on Markov Transition Fields and SE-ResNet

The working conditions of planetary gearboxes are complex, and their structural couplings are strong, leading to low reliability. Traditional deep neural networks often struggle with feature learning in noisy environments, and their reliance on one-dimensional signals as input fails to capture the i...

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Bibliographic Details
Main Authors: Yanyan Liu, Tongxin Gao, Wenxu Wu, Yongquan Sun
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/23/7540