Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation. [PDF]
Nguyen VT, Diep QB.
europepmc +1 more source
Reliability Assessment of High-Speed Train Gearbox Based on Digital Twin and WHO-WPHM. [PDF]
Wang T +6 more
europepmc +1 more source
Geometry-Based Synchrosqueezing S-Transform with Shifted Instantaneous Frequency Estimator Applied to Gearbox Fault Diagnosis. [PDF]
Zhu X, Shi W, Huang Z, Shi L.
europepmc +1 more source
Adaptive Label Refinement Network for Domain Generalization in Compound Fault Diagnosis. [PDF]
Du Q, Yao J, Yang J, Tu F, Yang S.
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Gearbox Fault Diagnosis Under Noise and Variable Operating Conditions Using Multiscale Depthwise Separable Convolution and Bidirectional Gated Recurrent Unit with a Squeeze-and-Excitation Attention Mechanism. [PDF]
Ma X, Zhai K, Luo N, Zhao Y, Wang G.
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Planetary gearbox condition monitoring based on modulation analysis
The epicycle gearbox or planetary gearbox (PG) is a central power transmission systems of important machines such as helicopters and wind turbines which are mission critical and high cost systems. Condition monitoring (CM) has been explored extensively in recent years to avoid any unexpected interruptions and severe accidences caused by faults PGs ...
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A Knowledge-Guide Data-Driven Model with Selective Wavelet Kernel Fusion Neural Network for Gearbox Intelligent Fault Diagnosis. [PDF]
Zhuang N, Ren Z, Yang D, Tian X, Wang Y.
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Physics-informed self-supervised diagnosis of rotating machinery using latent ODEs and transformer encoders. [PDF]
Amin MA +4 more
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Vibration Signal Denoising Method Based on ICFO-SVMD and Improved Wavelet Thresholding. [PDF]
Cui Y, He X, Wu Z, Zhang Q, Cao Y.
europepmc +1 more source
Efficient Gearbox Fault Diagnosis Based on Improved Multi-Scale CNN with Lightweight Convolutional Attention. [PDF]
Yuan B, Li Y, Chen S.
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