研究论文
Contrastive learning and dynamics embedding neural network for label-free interpretable machine fault diagnosis
Shilong Sun, Tengyi Peng, Yu Zhou, Xiao Zhang, Dong Wang
Harbin Institute of Technology Guangdong Institute of Intelligent Manufacturing Shenzhen University Minzu University of China
来源ISA Transactions
年份2023
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同类平均 = 1
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学术脉络
学科主题
工程Machine Fault Diagnosis Techniques
Gear and Bearing Dynamics Analysis · Structural Health Monitoring Techniques
参考文献 48
Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study
被引 2,679Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015
Simulating gear and bearing interactions in the presence of faults
被引 145Nader Sawalhı, Robert B. Randall · Mechanical Systems and Signal Processing · 2007
Geometry from a Time Series
被引 3,909Norman H. Packard, James P. Crutchfield, J. Doyne Farmer · Physical Review Letters · 1980
此处列出前 3 条
引用本文 12
A systematic review on interpretability research of intelligent fault diagnosis models
被引 38Ying Peng, Haidong Shao, Yiming Xiao · Measurement Science and Technology · 2024
SCG-GFFE: A Self-Constructed graph fault feature extractor based on graph Auto-encoder algorithm for unlabeled single-variable vibration signals of harmonic reducer
被引 19Shilong Sun, Hao Ding, Zida Zhao · Advanced Engineering Informatics · 2024
MCVAE-GAN: A Novel Diagnosis Method for Solving Harmonic Reducer Fault Signal Scarcity and Sample Diversity Problem
被引 10Zida Zhao, Shilong Sun, Dong Wang · IEEE Transactions on Instrumentation and Measurement · 2024
按被引量排序，此处列出前 3 条