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Journal Articles

Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

Joseph Cohen, Baoyang Jiang, Jun Ni

J. Manuf. Sci. Eng. July 2022, 144(7): 071006.

Paper No: MANU-21-1315

https://doi.org/10.1115/1.4052762

Published Online: December 8, 2021

View Article titled, Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

Topics: Fault diagnosis, Machine learning, Signals, Synchronization, Failure, Manufacturing systems, Programmable controllers, Delays

Journal Articles

Profile Monitoring and Fault Diagnosis Via Sensor Fusion for Ultrasonic Welding

Weihong (Grace) Guo, Jionghua (Judy) Jin, S. Jack Hu

J. Manuf. Sci. Eng. August 2019, 141(8): 081001.

Paper No: MANU-18-1338

https://doi.org/10.1115/1.4043731

Published Online: June 10, 2019

View Article titled, Profile Monitoring and Fault Diagnosis Via Sensor Fusion for Ultrasonic Welding

Topics: Fault diagnosis, Metals, Sensors, Signals, Tensors, Welding, Simulation, Ultrasonic welding, Manufacturing, Feature extraction

Journal Articles

Fault Diagnosis in Multistation Assembly Systems Using Spatially Correlated Bayesian Learning Algorithm

Kaveh Bastani, Babak Barazandeh, Zhenyu (James) Kong

J. Manuf. Sci. Eng. March 2018, 140(3): 031003.

Paper No: MANU-17-1238

https://doi.org/10.1115/1.4038184

Published Online: December 21, 2017

View Article titled, Fault Diagnosis in Multistation Assembly Systems Using Spatially Correlated Bayesian Learning Algorithm

Topics: Algorithms, Errors, Fault diagnosis, Manufacturing, Simulation

Journal Articles

Nonlinear Squeezing Time-Frequency Transform and Application in Rotor Rub-Impact Fault Diagnosis

Shibin Wang, Laihao Yang, Xuefeng Chen, Chaowei Tong, Baoqing Ding, Jiawei Xiang

J. Manuf. Sci. Eng. October 2017, 139(10): 101005.

Paper No: MANU-17-1018

https://doi.org/10.1115/1.4036993

Published Online: August 24, 2017

View Article titled, Nonlinear Squeezing Time-Frequency Transform and Application in Rotor Rub-Impact Fault Diagnosis

Topics: Fault diagnosis, Rotors, Signals, Vibration, Oscillations, Simulation

Journal Articles

Improved Ensemble Superwavelet Transform for Vibration-Based Machinery Fault Diagnosis

Wangpeng He, Yanyang Zi, Zhiguo Wan, Binqiang Chen

J. Manuf. Sci. Eng. July 2016, 138(7): 071012.

Paper No: MANU-15-1344

https://doi.org/10.1115/1.4032568

Published Online: March 15, 2016

View Article titled, Improved Ensemble Superwavelet Transform for Vibration-Based Machinery Fault Diagnosis

Topics: Signals, Vibration, Machinery, Bearings, Fault diagnosis, Flaw detection, Feature extraction

Journal Articles

Periodic Impulsive Fault Feature Extraction of Rotating Machinery Using Dual-Tree Rational Dilation Complex Wavelet Transform

ChunLin Zhang, Bing Li, BinQiang Chen, HongRui Cao, YanYang Zi, ZhengJia He

J. Manuf. Sci. Eng. October 2014, 136(5): 051011.

Paper No: MANU-13-1366

https://doi.org/10.1115/1.4027839

Published Online: August 6, 2014

View Article titled, Periodic Impulsive Fault Feature Extraction of Rotating Machinery Using Dual-Tree Rational Dilation Complex Wavelet Transform

Topics: Fault diagnosis, Impulse (Physics), Machinery, Signals, Wavelets, Wavelet transforms, Feature extraction, Discrete wavelet transforms, Vibration, Mechanical drives

Journal Articles

Commutation Sparking Image Monitoring for DC Motor

Fei Hu, Qingbo He, Jianping Wang, Zhigang Liu, Fanrang Kong

J. Manuf. Sci. Eng. April 2012, 134(2): 024501.

https://doi.org/10.1115/1.4005796

Published Online: April 4, 2012

View Article titled, Commutation Sparking Image Monitoring for DC Motor

Topics: Engines, Feature extraction, Image processing, Image segmentation, Motors, Fault diagnosis, Condition monitoring, Noise (Sound), Brightness (Photometry)

Journal Articles

Two-Sided Quadratic Model for Workpiece Fixturing Analysis

Chen Luo, LiMin Zhu, Han Ding

J. Manuf. Sci. Eng. June 2011, 133(3): 031004.

https://doi.org/10.1115/1.4003951

Published Online: June 8, 2011

View Article titled, Two-Sided Quadratic Model for Workpiece Fixturing Analysis

Topics: Design, Displacement, Errors, Fixturing, Tolerance analysis, Fault diagnosis, Rigid-body mechanisms

Journal Articles

Online Degradation Assessment and Adaptive Fault Detection Using Modified Hidden Markov Model

Seungchul Lee, Lin Li, Jun Ni

J. Manuf. Sci. Eng. April 2010, 132(2): 021010.

https://doi.org/10.1115/1.4001247

Published Online: April 1, 2010

View Article titled, Online Degradation Assessment and Adaptive Fault Detection Using Modified Hidden Markov Model

Topics: Algorithms, Condition monitoring, Fault diagnosis, Flaw detection, Manufacturing industry, Probability, Signals, Statistical process control, Wear, Quality control charts

Journal Articles

Optimal Design of Measurement Point Layout for Workpiece Localization

LiMin Zhu, HongGen Luo, Han Ding

J. Manuf. Sci. Eng. February 2009, 131(1): 011006.

https://doi.org/10.1115/1.3039515

Published Online: December 29, 2008

View Article titled, Optimal Design of Measurement Point Layout for Workpiece Localization

Topics: Algorithms, Design, Errors, Manufacturing, Optimization, Fault diagnosis, Displacement, Rigid-body mechanisms, Sensor placement

Journal Articles

Multiple Fault Diagnosis Method in Multistation Assembly Processes Using Orthogonal Diagonalization Analysis

Zhenyu Kong, Dariusz Ceglarek, Wenzhen Huang

J. Manuf. Sci. Eng. February 2008, 130(1): 011014.

https://doi.org/10.1115/1.2783228

Published Online: February 15, 2008

View Article titled, Multiple Fault Diagnosis Method in Multistation Assembly Processes Using Orthogonal Diagonalization Analysis

Topics: Errors, Fault diagnosis, Manufacturing

Journal Articles

Assembly Fixture Fault Diagnosis Using Designated Component Analysis

Y. G. Liu, S. J. Hu

J. Manuf. Sci. Eng. May 2005, 127(2): 358–368.

https://doi.org/10.1115/1.1852572

Published Online: April 25, 2005

View Article titled, Assembly Fixture Fault Diagnosis Using Designated Component Analysis

Topics: Eigenvalues, Failure, Fault diagnosis, Manufacturing, Deflection, Sheet metal, Principal component analysis, Statistical analysis

Journal Articles

Degradation Assessment and Fault Modes Classification Using Logistic Regression

Jihong Yan, Jay Lee

J. Manuf. Sci. Eng. November 2005, 127(4): 912–914.

https://doi.org/10.1115/1.1962019

Published Online: July 22, 2004

View Article titled, Degradation Assessment and Fault Modes Classification Using Logistic Regression

Topics: Doors, Elevators, Feature extraction, Signals, Vibration, Wavelets, Maintenance, Feature selection, Failure, Failure mechanisms

Journal Articles

Multiple Fault Diagnosis for Sheet Metal Fixtures Using Designated Component Analysis

Jaime A. Camelio, S. Jack Hu

J. Manuf. Sci. Eng. February 2004, 126(1): 91–97.

https://doi.org/10.1115/1.1643076

Published Online: March 18, 2004

View Article titled, Multiple Fault Diagnosis for Sheet Metal Fixtures Using Designated Component Analysis

Topics: Failure, Fault diagnosis, Sensors, Sheet metal, Computer simulation, Manufacturing, Deformation

Journal Articles

A Model-Based Monitoring and Fault Diagnosis Methodology for Free-Form Surface Machining Process

Rixin Zhu, Richard E. DeVor, Shiv G. Kapoor

J. Manuf. Sci. Eng. August 2003, 125(3): 397–404.

https://doi.org/10.1115/1.1586307

Published Online: July 23, 2003

View Article titled, A Model-Based Monitoring and Fault Diagnosis Methodology for Free-Form Surface Machining Process

Topics: Cutting, Fault diagnosis, Flaw detection, Machining, Geometry, Milling

Journal Articles

Fault Diagnosis of Multistage Manufacturing Processes by Using State Space Approach

Yu Ding, Dariusz Ceglarek, Jianjun Shi

J. Manuf. Sci. Eng. May 2002, 124(2): 313–322.

https://doi.org/10.1115/1.1445155

Published Online: April 29, 2002

View Article titled, Fault Diagnosis of Multistage Manufacturing Processes by Using State Space Approach

Topics: Manufacturing, Noise (Sound), Fault diagnosis, Fixturing

Journal Articles

Adjusted Least Squares Approach for Diagnosis of Ill-Conditioned Compliant Assemblies

Q. Rong, J. Shi, D. Ceglarek

J. Manuf. Sci. Eng. August 2001, 123(3): 453–461.

https://doi.org/10.1115/1.1365116

Published Online: March 1, 2000

View Article titled, Adjusted Least Squares Approach for Diagnosis of Ill-Conditioned Compliant Assemblies

Topics: Fault diagnosis, Manufacturing, Design

Journal Articles

Fixture Failure Diagnosis for Sheet Metal Assembly with Consideration of Measurement Noise

D. Ceglarek, J. Shi

J. Manuf. Sci. Eng. November 1999, 121(4): 771–777.

https://doi.org/10.1115/1.2833142

Published Online: November 1, 1999

View Article titled, Fixture Failure Diagnosis for Sheet Metal Assembly with Consideration of Measurement Noise

Topics: Failure, Manufacturing, Noise (Sound), Sheet metal, Fault diagnosis, Design, Geometry, Sensors, Simulation, Tooling

Journal Articles

Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies

Q. Rong, D. Ceglarek, J. Shi

J. Manuf. Sci. Eng. November 2000, 122(4): 773–780.

https://doi.org/10.1115/1.1285917

Published Online: October 1, 1999

View Article titled, Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies

Topics: Eigenvalues, Fault diagnosis, Manufacturing, Stiffness, Modeling, Errors, Principal component analysis

Journal Articles

Sensor Optimization for Fault Diagnosis in Single Fixture Systems: A Methodology

A. Khan, D. Ceglarek, J. Shi, J. Ni, T. C. Woo

J. Manuf. Sci. Eng. February 1999, 121(1): 109–117.

https://doi.org/10.1115/1.2830562

Published Online: February 1, 1999

View Article titled, Sensor Optimization for Fault Diagnosis in Single Fixture Systems: A Methodology

Topics: Fault diagnosis, Optimization, Sensors, Design, Errors, Manufacturing, Automobiles, Fixturing, Pattern recognition

Journal citation

NARROW

Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

Profile Monitoring and Fault Diagnosis Via Sensor Fusion for Ultrasonic Welding

Fault Diagnosis in Multistation Assembly Systems Using Spatially Correlated Bayesian Learning Algorithm

Nonlinear Squeezing Time-Frequency Transform and Application in Rotor Rub-Impact Fault Diagnosis

Improved Ensemble Superwavelet Transform for Vibration-Based Machinery Fault Diagnosis

Periodic Impulsive Fault Feature Extraction of Rotating Machinery Using Dual-Tree Rational Dilation Complex Wavelet Transform

Commutation Sparking Image Monitoring for DC Motor

Two-Sided Quadratic Model for Workpiece Fixturing Analysis

Online Degradation Assessment and Adaptive Fault Detection Using Modified Hidden Markov Model

Optimal Design of Measurement Point Layout for Workpiece Localization

Multiple Fault Diagnosis Method in Multistation Assembly Processes Using Orthogonal Diagonalization Analysis

Assembly Fixture Fault Diagnosis Using Designated Component Analysis

Degradation Assessment and Fault Modes Classification Using Logistic Regression

Multiple Fault Diagnosis for Sheet Metal Fixtures Using Designated Component Analysis

A Model-Based Monitoring and Fault Diagnosis Methodology for Free-Form Surface Machining Process

Fault Diagnosis of Multistage Manufacturing Processes by Using State Space Approach

Adjusted Least Squares Approach for Diagnosis of Ill-Conditioned Compliant Assemblies

Fixture Failure Diagnosis for Sheet Metal Assembly with Consideration of Measurement Noise

Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies

Sensor Optimization for Fault Diagnosis in Single Fixture Systems: A Methodology

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