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Journal Articles

Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

Mahathir Mohammad Bappy, Chenang Liu, Linkan Bian, Wenmeng Tian

J. Manuf. Sci. Eng. November 2022, 144(11): 111007.

Paper No: MANU-22-1117

DOI: https://doi.org/10.1115/1.4054805

Published Online: July 26, 2022

View Article titled, Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

Topics: Additive manufacturing, Dynamics (Mechanics), Heat, Machine learning, Manufacturing, Temperature, Thin wall structures, Inspection, Modeling, Process monitoring

Journal Articles

Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

Joseph Cohen, Jun Ni

J. Manuf. Sci. Eng. June 2022, 144(6): 061008.

Paper No: MANU-21-1317

DOI: https://doi.org/10.1115/1.4052761

Published Online: December 3, 2021

View Article titled, Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

Topics: Algorithms, Computer-aided engineering, Dimensions, Feature extraction, Machine learning, Principal component analysis, Integrated circuit fabrication, Artificial intelligence

Journal Articles

Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

Zhe Gao, Haris Ali Khan, Jingjing Li, Weihong (Grace) Guo

J. Manuf. Sci. Eng. June 2022, 144(6): 061009.

Paper No: MANU-21-1407

DOI: https://doi.org/10.1115/1.4052907

Published Online: December 3, 2021

View Article titled, Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

Topics: Carbon reinforced plastics, Failure mechanisms, Feature extraction, Feature selection, Friction, Manufacturing, Riveting, Sensors, Signals, Tensors

Journal Articles

In Situ Monitoring of Optical Emission Spectra for Microscopic Pores in Metal Additive Manufacturing

Wenbo Sun, Zhenhao Zhang, Wenjing Ren, Jyoti Mazumder, Jionghua (Judy) Jin

J. Manuf. Sci. Eng. January 2022, 144(1): 011006.

Paper No: MANU-20-1528

DOI: https://doi.org/10.1115/1.4051532

Published Online: July 1, 2021

View Article titled, In Situ Monitoring of Optical Emission Spectra for Microscopic Pores in Metal Additive Manufacturing

Topics: Additive manufacturing, Emission spectra, Inspection, Metals, Simulation, Spectra (Spectroscopy), Feature extraction, Signals, Lasers, Wavelength

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

DOI: 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

Prediction of Material Removal Rate for Chemical Mechanical Planarization Using Decision Tree-Based Ensemble Learning

Zhixiong Li, Dazhong Wu, Tianyu Yu

J. Manuf. Sci. Eng. March 2019, 141(3): 031003.

Paper No: MANU-18-1189

DOI: https://doi.org/10.1115/1.4042051

Published Online: January 17, 2019

View Article titled, Prediction of Material Removal Rate for Chemical Mechanical Planarization Using Decision Tree-Based Ensemble Learning

Topics: Algorithms, Modeling, Semiconductor wafers, Feature extraction, Physics

Journal Articles

Heuristic Feature Selection for Shaving Tool Wear Classification

Yong Wang, Adam J. Brzezinski, Xianli Qiao, Jun Ni

J. Manuf. Sci. Eng. April 2017, 139(4): 041001.

Paper No: MANU-16-1444

DOI: https://doi.org/10.1115/1.4034630

Published Online: October 14, 2016

View Article titled, Heuristic Feature Selection for Shaving Tool Wear Classification

Topics: Feature selection, Wear, Accelerometers, Sensors, Feature extraction, Condition monitoring, Gears, Artificial neural networks

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

DOI: 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

A Unified Framework and Platform for Designing of Cloud-Based Machine Health Monitoring and Manufacturing Systems

Shanhu Yang, Behrad Bagheri, Hung-An Kao, Jay Lee

J. Manuf. Sci. Eng. August 2015, 137(4): 040914.

Paper No: MANU-14-1524

DOI: https://doi.org/10.1115/1.4030669

Published Online: August 1, 2015

View Article titled, A Unified Framework and Platform for Designing of Cloud-Based Machine Health Monitoring and Manufacturing Systems

Topics: Machinery, Algorithms, Feature extraction, Manufacturing systems, Design, Machining

Journal Articles

A Selective Multiclass Support Vector Machine Ensemble Classifier for Engineering Surface Classification Using High Definition Metrology

Shichang Du, Changping Liu, Lifeng Xi

J. Manuf. Sci. Eng. February 2015, 137(1): 011003.

Paper No: MANU-13-1247

DOI: https://doi.org/10.1115/1.4028165

Published Online: February 1, 2015

View Article titled, A Selective Multiclass Support Vector Machine Ensemble Classifier for Engineering Surface Classification Using High Definition Metrology

Topics: Feature extraction, Sensitivity analysis, Support vector machines, Wavelets, Algorithms, Metrology

Journal Articles

Microstructure Feature Recognition for Materials Using Surfacelet-Based Methods for Computer-Aided Design-Material Integration

Namin Jeong, David W. Rosen

J. Manuf. Sci. Eng. December 2014, 136(6): 061021.

Paper No: MANU-14-1240

DOI: https://doi.org/10.1115/1.4028621

Published Online: October 24, 2014

View Article titled, Microstructure Feature Recognition for Materials Using Surfacelet-Based Methods for Computer-Aided Design-Material Integration

Topics: Alloys, Computer-aided engineering, Design, Feature extraction, Fibers, Grain boundaries, Modeling, Overlays (Materials engineering), Shapes, Titanium alloys

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

DOI: 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

Machine Tool Condition Monitoring Based on an Adaptive Gaussian Mixture Model

Jianbo Yu

J. Manuf. Sci. Eng. June 2012, 134(3): 031004.

DOI: https://doi.org/10.1115/1.4006093

Published Online: April 25, 2012

View Article titled, Machine Tool Condition Monitoring Based on an Adaptive Gaussian Mixture Model

Topics: Algorithms, Condition monitoring, Density, Machine tools, Probability, Sensors, Signals, Wear, Feature extraction, Machinery

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.

DOI: 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

Quality and Inspection of Machining Operations: Tool Condition Monitoring

John T. Roth, Dragan Djurdjanovic, Xiaoping Yang, Laine Mears, Thomas Kurfess

J. Manuf. Sci. Eng. August 2010, 132(4): 041015.

DOI: https://doi.org/10.1115/1.4002022

Published Online: August 3, 2010

View Article titled, Quality and Inspection of Machining Operations: Tool Condition Monitoring

Topics: Artificial neural networks, Condition monitoring, Cutting, Feature extraction, Grinding, Hardware, Milling, Sensors, Signal processing, Signals

Journal Articles

On-Line Seam Detection in Rolling Processes Using Snake Projection and Discrete Wavelet Transform

Jing Li, Jianjun Shi, Tzyy-Shuh Chang

J. Manuf. Sci. Eng. October 2007, 129(5): 926–933.

DOI: https://doi.org/10.1115/1.2752519

Published Online: May 3, 2007

View Article titled, On-Line Seam Detection in Rolling Processes Using Snake Projection and Discrete Wavelet Transform

Topics: Algorithms, Dimensions, Discrete wavelet transforms, Feature extraction, Quality control charts, Wavelets, Inspection

Journal Articles

Cutter/Workpiece Engagement Feature Extraction from Solid Models for End Milling

Derek Yip-Hoi, Xuemei Huang

J. Manuf. Sci. Eng. February 2006, 128(1): 249–260.

DOI: https://doi.org/10.1115/1.1948395

Published Online: October 12, 2004

View Article titled, Cutter/Workpiece Engagement Feature Extraction from Solid Models for End Milling

Topics: Algorithms, Cutting tools, Feature extraction, Geometry, Machining, Milling, Modeling, Simulation, Solid models, Solid modeling

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.

DOI: 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

An Entropy-Based Index Evaluation Scheme for Multiple Sensor Fusion in Classification Process

Y. Chen, E. Orady

J. Manuf. Sci. Eng. November 1999, 121(4): 727–732.

DOI: https://doi.org/10.1115/1.2833126

Published Online: November 1, 1999

View Article titled, An Entropy-Based Index Evaluation Scheme for Multiple Sensor Fusion in Classification Process

Topics: Entropy, Sensors, Decision making, Complex systems, Design, Feature extraction, Signals

Journal Articles

Diagnostic Feature Extraction From Stamping Tonnage Signals Based on Design of Experiments

Jionghua Jin, Assistant Professor, Jianjun Shi, Assistant Professor

J. Manuf. Sci. Eng. May 2000, 122(2): 360–369.

DOI: https://doi.org/10.1115/1.538926

Published Online: June 1, 1999

View Article titled, Diagnostic Feature Extraction From Stamping Tonnage Signals Based on Design of Experiments

Topics: Experimental design, Feature extraction, Metal stamping, Regression analysis, Signals, Regression models, Eigenvalues

Journal citation

NARROW

Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

In Situ Monitoring of Optical Emission Spectra for Microscopic Pores in Metal Additive Manufacturing

Profile Monitoring and Fault Diagnosis Via Sensor Fusion for Ultrasonic Welding

Prediction of Material Removal Rate for Chemical Mechanical Planarization Using Decision Tree-Based Ensemble Learning

Heuristic Feature Selection for Shaving Tool Wear Classification

Improved Ensemble Superwavelet Transform for Vibration-Based Machinery Fault Diagnosis

A Unified Framework and Platform for Designing of Cloud-Based Machine Health Monitoring and Manufacturing Systems

A Selective Multiclass Support Vector Machine Ensemble Classifier for Engineering Surface Classification Using High Definition Metrology

Microstructure Feature Recognition for Materials Using Surfacelet-Based Methods for Computer-Aided Design-Material Integration

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

Machine Tool Condition Monitoring Based on an Adaptive Gaussian Mixture Model

Commutation Sparking Image Monitoring for DC Motor

Quality and Inspection of Machining Operations: Tool Condition Monitoring

On-Line Seam Detection in Rolling Processes Using Snake Projection and Discrete Wavelet Transform

Cutter/Workpiece Engagement Feature Extraction from Solid Models for End Milling

Degradation Assessment and Fault Modes Classification Using Logistic Regression

An Entropy-Based Index Evaluation Scheme for Multiple Sensor Fusion in Classification Process

Diagnostic Feature Extraction From Stamping Tonnage Signals Based on Design of Experiments

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