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Journal Articles

Wafer Edge Metrology and Inspection Technique Using Curved-Edge Diffractive Fringe Pattern Analysis

Kuan Lu, Zhikun Wang, Heebum Chun, ChaBum Lee

Publisher: ASME

J. Manuf. Sci. Eng. July 2024, 146(7): 070908.

Paper No: MANU-23-1366

https://doi.org/10.1115/1.4065639

Published Online: June 10, 2024

View Article titled, Wafer Edge Metrology and Inspection Technique Using Curved-Edge Diffractive Fringe Pattern Analysis

Topics: Diffraction patterns, Imaging, Inspection, Metrology, Semiconductor wafers, Feature extraction, Particulate matter

Journal Articles

Few-Shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning

Hyeonwoo Kim, Heegeon Yoon, Heeyoung Kim

Publisher: ASME

J. Manuf. Sci. Eng. July 2024, 146(7): 070903.

Paper No: MANU-23-1525

https://doi.org/10.1115/1.4065255

Published Online: April 22, 2024

View Article titled, Few-Shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning

Topics: Semiconductor wafers, Trains, Feature extraction, Algorithms, Ablation (Vaporization technology)

Journal Articles

Dual-Metric Neural Network With Attention Guidance for Surface Defect Few-Shot Detection in Smart Manufacturing

Pengjie Gao, Junliang Wang, Min Xia, Zijin Qin, Jie Zhang

Publisher: ASME

J. Manuf. Sci. Eng. December 2023, 145(12): 121010.

Paper No: MANU-23-1311

https://doi.org/10.1115/1.4063356

Published Online: October 17, 2023

View Article titled, Dual-Metric Neural Network With Attention Guidance for Surface Defect Few-Shot Detection in Smart Manufacturing

Topics: Artificial neural networks, Feature extraction, Flaw detection, Manufacturing, Pattern recognition, Textiles, Visualization, Separation (Technology)

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

Publisher: ASME

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

Paper No: MANU-22-1117

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

Publisher: ASME

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

Paper No: MANU-21-1317

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

Publisher: ASME

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

Paper No: MANU-21-1407

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

Publisher: ASME

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

Paper No: MANU-20-1528

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

Publisher: ASME

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

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

Zhixiong Li, Dazhong Wu, Tianyu Yu

Publisher: ASME

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

Paper No: MANU-18-1189

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

Publisher: ASME

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

Paper No: MANU-16-1444

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

Publisher: ASME

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

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

Publisher: ASME

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

Paper No: MANU-14-1524

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

Publisher: ASME

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

Paper No: MANU-13-1247

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

Publisher: ASME

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

Paper No: MANU-14-1240

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

Publisher: ASME

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

Machine Tool Condition Monitoring Based on an Adaptive Gaussian Mixture Model

Jianbo Yu

Publisher: ASME

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

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

Publisher: ASME

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

Quality and Inspection of Machining Operations: Tool Condition Monitoring

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

Publisher: ASME

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

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

Publisher: ASME

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

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

Publisher: ASME

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

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 citation

NARROW

Wafer Edge Metrology and Inspection Technique Using Curved-Edge Diffractive Fringe Pattern Analysis

Few-Shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning

Dual-Metric Neural Network With Attention Guidance for Surface Defect Few-Shot Detection in Smart Manufacturing

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

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