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Proceedings Papers

Bearing Remaining Useful Life Prediction Using Personalized Soft Aggregation in Federated Learning

Xi Chen, Hui Wang, Siliang Lu, Ruqiang Yan
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T08A009, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-141128
https://doi.org/10.1115/ISFA2024-141128
View Paper titled, Bearing Remaining Useful Life Prediction Using Personalized Soft Aggregation in Federated Learning
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Topics: Bearings, Service life (Equipment)
Journal Articles

Modeling and Analysis of Phononic Crystal With Coupled Lanes for Enhanced Elastic Wave Attenuation

Jiawen Xu, Guobiao Hu, Lihua Tang, Yumin Zhang, Ruqiang Yan
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Research Papers
J. Vib. Acoust. April 2021, 143(2): 021011.
Paper No: VIB-20-1184
https://doi.org/10.1115/1.4048394
Published Online: October 5, 2020
View Article titled, Modeling and Analysis of Phononic Crystal With Coupled Lanes for Enhanced Elastic Wave Attenuation
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Topics: Dispersion relations, Elastic waves, Modeling, Phononic crystals, Waves
Journal Articles

Coupled Piezoelectric Phononic Crystal for Adaptive Broadband Wave Attenuation by Destructive Interference

Jiawen Xu, Xin Zhang, Ruqiang Yan
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. September 2020, 87(9): 091001.
Paper No: JAM-20-1118
https://doi.org/10.1115/1.4047205
Published Online: May 29, 2020
View Article titled, Coupled Piezoelectric Phononic Crystal for Adaptive Broadband Wave Attenuation by Destructive Interference
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Topics: Capacitance, Circuits, Elastic waves, Phononic crystals, Waves, Piezoelectric transducers, Phase shift, Metamaterials, Dispersion relations
Journal Articles

Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions

Fei Shen, Reza Langari, Ruqiang Yan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2020, 20(4): 041009.
Paper No: JCISE-19-1105
https://doi.org/10.1115/1.4046337
Published Online: March 12, 2020
View Article titled, Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions
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Topics: Algorithms, Fault diagnosis, Feature extraction, Gears, Noise (Sound), Torque
Proceedings Papers

Singular Vector-Inspired Dictionary Learning for Sparse Decomposition of Vibration Signal

Baoqing Ding, Ruqiang Yan, Shibin Wang, Chaowei Tong, Xuefeng Chen
Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A013, June 10–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2019-2785
https://doi.org/10.1115/MSEC2019-2785
View Paper titled, Singular Vector-Inspired Dictionary Learning for Sparse Decomposition of Vibration Signal
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Topics: Fault diagnosis, Machinery, Signals, Vibration
Proceedings Papers

Deep Convolutional Neural Network for Early Disk Crack Diagnosis Under Variable Speed

Ruonan Liu, Ruqiang Yan, Meng Ma, Xuefeng Chen
Proc. ASME. IMECE2018, Volume 11: Acoustics, Vibration, and Phononics, V011T01A021, November 9–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2018-87247
https://doi.org/10.1115/IMECE2018-87247
View Paper titled, Deep Convolutional Neural Network for Early Disk Crack Diagnosis Under Variable Speed
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Topics: Artificial neural networks, Disks, Fracture (Materials), Signals, Aircraft, Aircraft engines, Turbines, Vibration, Accidents, Fatigue cracks
Proceedings Papers

Multi-Mode Particle Filter for Bearing Remaining Life Prediction

Peng Wang, Ruqiang Yan, Robert X. Gao
Proc. ASME. MSEC2018, Volume 3: Manufacturing Equipment and Systems, V003T02A031, June 18–22, 2018
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2018-6638
https://doi.org/10.1115/MSEC2018-6638
View Paper titled, Multi-Mode Particle Filter for Bearing Remaining Life Prediction
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Topics: Bearings, Filters, Particulate matter, Service life (Equipment), Machinery, Rolling bearings, Vibration, Chain, Failure, Maintenance
Proceedings Papers

Induction Motor Fault Diagnosis and Classification Through Sparse Representation

Jianjing Zhang, Peng Wang, Chuang Sun, Ruqiang Yan, Robert X. Gao
Proc. ASME. DSCC2017, Volume 2: Mechatronics; Estimation and Identification; Uncertain Systems and Robustness; Path Planning and Motion Control; Tracking Control Systems; Multi-Agent and Networked Systems; Manufacturing; Intelligent Transportation and Vehicles; Sensors and Actuators; Diagnostics and Detection; Unmanned, Ground and Surface Robotics; Motion and Vibration Control Applications, V002T04A005, October 11–13, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2017-5259
https://doi.org/10.1115/DSCC2017-5259
View Paper titled, Induction Motor Fault Diagnosis and Classification Through Sparse Representation
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Topics: Electromagnetic induction, Engines, Fault diagnosis, Motors, Noise (Sound), Robustness, Feature extraction, Reliability, Signals, Vibration
Journal Articles

A Nonlinear Noise Reduction Approach to Vibration Analysis for Bearing Health Diagnosis

Ruqiang Yan, Robert X. Gao
Journal: Journal of Computational and Nonlinear Dynamics
Publisher: ASME
Article Type: Research Papers
J. Comput. Nonlinear Dynam. April 2012, 7(2): 021004.
https://doi.org/10.1115/1.4005463
Published Online: January 6, 2012
View Article titled, A Nonlinear Noise Reduction Approach to Vibration Analysis for Bearing Health Diagnosis
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Topics: Bearings, Noise (Sound), Noise control, Phase space, Signals, Vibration, Time series, Fractals, Algorithms, Rolling bearings
Proceedings Papers

A Nonlinear Time Series Analysis Method for Health Monitoring of Rolling Bearings

Yongbin Liu, Ruqiang Yan, Robert X. Gao
Proc. ASME. DSCC2010, ASME 2010 Dynamic Systems and Control Conference, Volume 2, 277-283, September 12–15, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2010-4118
https://doi.org/10.1115/DSCC2010-4118
View Paper titled, A Nonlinear Time Series Analysis Method for Health Monitoring of Rolling Bearings
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Topics: Rolling bearings, Time series, Entropy, Machinery, Signals, Damage, Mechanical drives, Structural health monitoring, Vibration
Proceedings Papers

Local Geometric Projection-Based Noise Reduction for Vibration Signal Analysis in Rolling Bearings

Ruqiang Yan, Robert X. Gao, Kang B. Lee, Steven E. Fick
Proc. ASME. IMECE2008, Volume 11: Mechanical Systems and Control, 647-653, October 31–November 6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2008-66937
https://doi.org/10.1115/IMECE2008-66937
View Paper titled, Local Geometric Projection-Based Noise Reduction for Vibration Signal Analysis in Rolling Bearings
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Topics: Noise control, Phase space, Rolling bearings, Signals, Vibration
Journal Articles

Experimental Evaluation of a Unified Time-Scale-Frequency Technique for Bearing Defect Feature Extraction

Ruqiang Yan, Robert X. Gao, Changting Wang
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Research Papers
J. Vib. Acoust. August 2009, 131(4): 041012.
https://doi.org/10.1115/1.3147125
Published Online: June 18, 2009
View Article titled, Experimental Evaluation of a Unified Time-Scale-Frequency Technique for Bearing Defect Feature Extraction
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Topics: Bearings, Feature extraction, Signals, Stress, Wavelets, Wavelet transforms
Proceedings Papers

Wavelet-Based Multi-Fractal Spectrum for Machine Defect Identification

Ruqiang Yan, Robert X. Gao
Proc. ASME. IMECE2007, Volume 10: Mechanics of Solids and Structures, Parts A and B, 673-679, November 11–15, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2007-41984
https://doi.org/10.1115/IMECE2007-41984
View Paper titled, Wavelet-Based Multi-Fractal Spectrum for Machine Defect Identification
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Topics: Fractals, Machinery, Wavelet transforms, Wavelets
Proceedings Papers

Condition Monitoring of Operating Spindle Based on Stochastic Subspace Identification

Robert X. Gao, Ruqiang Yan, Li Zhang, Kang B. Lee
Proc. ASME. IMECE2007, Volume 9: Mechanical Systems and Control, Parts A, B, and C, 1129-1135, November 11–15, 2007
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2007-41988
https://doi.org/10.1115/IMECE2007-41988
View Paper titled, Condition Monitoring of Operating Spindle Based on Stochastic Subspace Identification
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Topics: Condition monitoring, Structural dynamics
Proceedings Papers

Multi-Scale Enveloping Spectrogram for Bearing Defect Detection

Ruqiang Yan, Robert X. Gao
Proc. ASME. WTC2005, World Tribology Congress III, Volume 2, 855-856, September 12–16, 2005
Publisher: American Society of Mechanical Engineers
Paper No: WTC2005-63541
https://doi.org/10.1115/WTC2005-63541
View Paper titled, Multi-Scale Enveloping Spectrogram for Bearing Defect Detection
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Topics: Bearings, Flaw detection, Signals, Fourier transforms, Rolling bearings, Signal processing, Vibration, Wavelet transforms, Wavelets
Proceedings Papers

A Hybrid Signal Processing Technique for Bearing Defect Severity Estimation

Robert X. Gao, Ruqiang Yan
Proc. ASME. WTC2005, World Tribology Congress III, Volume 2, 857-858, September 12–16, 2005
Publisher: American Society of Mechanical Engineers
Paper No: WTC2005-63552
https://doi.org/10.1115/WTC2005-63552
View Paper titled, A Hybrid Signal Processing Technique for Bearing Defect Severity Estimation
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Topics: Bearings, Signal processing, Feature extraction, Principal component analysis, Signals, Vibration, Wavelets
Proceedings Papers

A Hybrid Signal Processing Approach to Sensor Data Analysis

Ruqiang Yan, Robert X. Gao
Proc. ASME. IMECE2003, Dynamic Systems and Control, Volumes 1 and 2, 1159-1166, November 15–21, 2003
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2003-42586
https://doi.org/10.1115/IMECE2003-42586
View Paper titled, A Hybrid Signal Processing Approach to Sensor Data Analysis
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Topics: Emission spectroscopy, Sensors, Signal processing, Signals, Spectroscopy, Wavelet transforms, Wavelets, Bearings, Experimental analysis, Vibration
Journal Articles

Rotary Machine Health Diagnosis Based on Empirical Mode Decomposition

Ruqiang Yan, Robert X. Gao
Journal: Journal of Vibration and Acoustics
Publisher: ASME
Article Type: Research Papers
J. Vib. Acoust. April 2008, 130(2): 021007.
https://doi.org/10.1115/1.2827360
Published Online: February 4, 2008
View Article titled, Rotary Machine Health Diagnosis Based on Empirical Mode Decomposition
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Topics: Bearings, Signals, Vibration, Machinery, Rolling bearings, Feature extraction