Vol 2. No. 2 (2023)

View Vol 2. No. 2 (2023)

Pages: 69-154

Published: 2023-06-30

Future Direction Paper

New Sensing Technologies for Monitoring Machinery, Structures, and Manufacturing Processes

JDMD Editorial Office, Zhaoyan Fan, Robert X Gao, Qingbo He, Yi Huang, Tianxi Jiang, Zhike Peng, Luc Thévenaz, Yuyong Xiong, Shuncong Zhong

69-88
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Regular Articles

Constraint Guided Autoencoders to Enforce a Predefined Threshold on Anomaly Scores: An Application in Machine Condition Monitoring

Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers

144-154
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Wavelet Denoising Applied to Hardware Redundant Systems for Rolling Element Bearing Fault Detection

Dustin Helm, Markus Timusk

102-114
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RMA-CNN: A Residual Mixed-Domain Attention CNN for Bearings Fault Diagnosis and its Time-Frequency Domain Interpretability

Dandan Peng, Huan Wang, Wim Desmet, Konstantinos Gryllias

115-132
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A Novel Deep Model with Meta-learning for Rolling Bearing Few-shot Fault Diagnosis

Xiaoxia Liang, Ming Zhang, Guojin Feng, Yuchun Yu, Dong Zhen, Fengshou Gu

102-114
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Analytical Modeling and Mechanism Analysis of Time-Varying Excitation for Surface Defects in Rolling Element Bearings

Laihao Yang, Yu Sun, Ruobin Sun, Lixia Gao, Xuefeng Chen

89-101
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