Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning
Shao, Siyu, McAleer, Stephen, Yan, Ruqiang, Baldi, Pierre
Published in IEEE transactions on industrial informatics (01.04.2019)
Published in IEEE transactions on industrial informatics (01.04.2019)
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Journal Article
Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks
Zhao, Rui, Yan, Ruqiang, Wang, Jinjiang, Mao, Kezhi
Published in Sensors (Basel, Switzerland) (30.01.2017)
Published in Sensors (Basel, Switzerland) (30.01.2017)
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Journal Article
LSTM-Based Auto-Encoder Model for ECG Arrhythmias Classification
Hou, Borui, Yang, Jianyong, Wang, Pu, Yan, Ruqiang
Published in IEEE transactions on instrumentation and measurement (01.04.2020)
Published in IEEE transactions on instrumentation and measurement (01.04.2020)
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Journal Article
Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks
Zhao, Rui, Wang, Dongzhe, Yan, Ruqiang, Mao, Kezhi, Shen, Fei, Wang, Jinjiang
Published in IEEE transactions on industrial electronics (1982) (01.02.2018)
Published in IEEE transactions on industrial electronics (1982) (01.02.2018)
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Journal Article
Remaining Useful Life Prediction of Rolling Bearings Using an Enhanced Particle Filter
Qian, Yuning, Yan, Ruqiang
Published in IEEE transactions on instrumentation and measurement (01.10.2015)
Published in IEEE transactions on instrumentation and measurement (01.10.2015)
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Journal Article
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis
Li, Tianfu, Zhao, Zhibin, Sun, Chuang, Yan, Ruqiang, Chen, Xuefeng
Published in IEEE transactions on industrial electronics (1982) (01.12.2021)
Published in IEEE transactions on industrial electronics (1982) (01.12.2021)
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Journal Article
Deep learning and its applications to machine health monitoring
Zhao, Rui, Yan, Ruqiang, Chen, Zhenghua, Mao, Kezhi, Wang, Peng, Gao, Robert X.
Published in Mechanical systems and signal processing (15.01.2019)
Published in Mechanical systems and signal processing (15.01.2019)
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Journal Article
Hilbert-Huang Transform-Based Vibration Signal Analysis for Machine Health Monitoring
Ruqiang Yan, Gao, R.X.
Published in IEEE transactions on instrumentation and measurement (01.12.2006)
Published in IEEE transactions on instrumentation and measurement (01.12.2006)
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Journal Article
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis
Sun, Wenjun, Zhao, Rui, Yan, Ruqiang, Shao, Siyu, Chen, Xuefeng
Published in IEEE transactions on industrial informatics (01.06.2017)
Published in IEEE transactions on industrial informatics (01.06.2017)
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Journal Article
Permutation entropy: A nonlinear statistical measure for status characterization of rotary machines
Yan, Ruqiang, Liu, Yongbin, Gao, Robert X.
Published in Mechanical systems and signal processing (01.05.2012)
Published in Mechanical systems and signal processing (01.05.2012)
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Journal Article
Virtualization and deep recognition for system fault classification
Wang, Peng, Ananya, Yan, Ruqiang, Gao, Robert X.
Published in Journal of manufacturing systems (01.07.2017)
Published in Journal of manufacturing systems (01.07.2017)
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Journal Article
Long short-term memory for machine remaining life prediction
Zhang, Jianjing, Wang, Peng, Yan, Ruqiang, Gao, Robert X.
Published in Journal of manufacturing systems (01.07.2018)
Published in Journal of manufacturing systems (01.07.2018)
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Journal Article
Bearing Degradation Evaluation Using Recurrence Quantification Analysis and Kalman Filter
Qian, Yuning, Yan, Ruqiang, Hu, Shijie
Published in IEEE transactions on instrumentation and measurement (01.11.2014)
Published in IEEE transactions on instrumentation and measurement (01.11.2014)
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Journal Article
Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review
Zhao, Zhibin, Wu, Jingyao, Li, Tianfu, Sun, Chuang, Yan, Ruqiang, Chen, Xuefeng
Published in Chinese journal of mechanical engineering (01.12.2021)
Published in Chinese journal of mechanical engineering (01.12.2021)
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Journal Article
Energy-Based Feature Extraction for Defect Diagnosis in Rotary Machines
Ruqiang Yan, Gao, R.X.
Published in IEEE transactions on instrumentation and measurement (01.09.2009)
Published in IEEE transactions on instrumentation and measurement (01.09.2009)
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Journal Article