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Journal Articles

Three-Dimensional X-Ray Computed Tomography Image Segmentation and Point Cloud Reconstruction for Internal Defect Identification in Laser Powder Bed Fused Parts

Boyang Xu, Hasnaa Ouidadi, Nicole Van Handel, Shenghan Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2024, 146(9): 091002.
Paper No: MANU-23-1666
https://doi.org/10.1115/1.4065179
Published Online: June 3, 2024
View Article titled, Three-Dimensional X-Ray Computed Tomography Image Segmentation and Point Cloud Reconstruction for Internal Defect Identification in Laser Powder Bed Fused Parts
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Topics: Image segmentation, Shapes, Computerized tomography, Lasers
Journal Articles

Classification of Chip-Level Defect Types in Wafer Bin Maps Using Only Wafer-Level Labels

Hyuck Lee, Hyeonwoo Kim, Heeyoung Kim
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2024, 146(7): 070902.
Paper No: MANU-23-1590
https://doi.org/10.1115/1.4065226
Published Online: April 22, 2024
View Article titled, Classification of Chip-Level Defect Types in Wafer Bin Maps Using Only Wafer-Level Labels
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Topics: Cams, Image segmentation, Semantics, Semiconductor wafers, Trains
Journal Articles

Time-Varying Tool-Chip Contact in the Cutting Mechanics of Shear Localization

Mohammadreza Fazlali, Xiaoliang Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2023, 145(9): 091010.
Paper No: MANU-23-1037
https://doi.org/10.1115/1.4062749
Published Online: July 20, 2023
View Article titled, Time-Varying Tool-Chip Contact in the Cutting Mechanics of Shear Localization
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Topics: Cutting, Shear (Mechanics), Cycles, Image segmentation, Stress, Temperature
Journal Articles

Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing

Christian Zamiela, Zhipeng Jiang, Ryan Stokes, Zhenhua Tian, Anton Netchaev, Charles Dickerson, Wenmeng Tian, Linkan Bian
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2023, 145(6): 061009.
Paper No: MANU-22-1240
https://doi.org/10.1115/1.4056873
Published Online: March 14, 2023
View Article titled, Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing
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Topics: Porosity, Sensors, Metals, Additive manufacturing, Manufacturing, Pyrometers, Image segmentation
Journal Articles

Flaw Detection in Multi-Laser Powder Bed Fusion Using In Situ Coaxial Multi-Spectral Sensing and Deep Learning

Amit Surana, Matthew E. Lynch, Abdalla R. Nassar, Greg C. Ojard, Brian A. Fisher, David Corbin, Ryan Overdorff
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051005.
Paper No: MANU-22-1330
https://doi.org/10.1115/1.4056540
Published Online: January 19, 2023
View Article titled, Flaw Detection in Multi-Laser Powder Bed Fusion Using In Situ Coaxial Multi-Spectral Sensing and Deep Learning
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Topics: Flaw detection, Lasers, Sensors, Image segmentation, Resolution (Optics), Semantics, Time series, Testing
Journal Articles

Predicting Nugget Size of Resistance Spot Welds Using Infrared Thermal Videos With Image Segmentation and Convolutional Neural Network

Shenghan Guo, Dali Wang, Jian Chen, Zhili Feng, Weihong “Grace” Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2022, 144(2): 021009.
Paper No: MANU-21-1309
https://doi.org/10.1115/1.4051829
Published Online: August 5, 2021
View Article titled, Predicting Nugget Size of Resistance Spot Welds Using Infrared Thermal Videos With Image Segmentation and Convolutional Neural Network
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Topics: Artificial neural networks, Image segmentation, Nondestructive evaluation, Welding, Construction, Joining, Welded joints, Regression models
Journal Articles

Molten Pool Tracking Using a Superpixel-Based Approach in a Laser Metal Deposition Process

Angel-Iván García-Moreno, Juan-Manuel Alvarado-Orozco, Juansethi Ibarra-Medina, Enrique Martínez-Franco
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2021, 143(10): 101002.
Paper No: MANU-20-1519
https://doi.org/10.1115/1.4050546
Published Online: April 23, 2021
View Article titled, Molten Pool Tracking Using a Superpixel-Based Approach in a Laser Metal Deposition Process
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Topics: Algorithms, Image segmentation, Lasers, Metals, Temperature, Uncertainty
Journal Articles

Human–Robot Collaboration in Smart Manufacturing: Robot Reactive Behavior Intelligence

Matteo Lavit Nicora, Roberto Ambrosetti, Gloria J. Wiens, Irene Fassi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2021, 143(3): 031009.
Paper No: MANU-20-1283
https://doi.org/10.1115/1.4048950
Published Online: December 16, 2020
View Article titled, Human–Robot Collaboration in Smart Manufacturing: Robot Reactive Behavior Intelligence
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Topics: Collaboration, Control equipment, Manufacturing, Robots, Robotics, Image segmentation
Journal Articles

Effects of Ultrasonic Vibration Assistance on Chip Formation Mechanism in Cutting of Ti–6Al–4V

Jian Gao, Xiaoliang Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2019, 141(12): 121007.
Paper No: MANU-19-1300
https://doi.org/10.1115/1.4045129
Published Online: October 30, 2019
View Article titled, Effects of Ultrasonic Vibration Assistance on Chip Formation Mechanism in Cutting of Ti–6Al–4V
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Topics: Cutting, Shear (Mechanics), Simulation, Temperature, Vibration, Image segmentation, Stress, Engineering simulation, Cutting tools, Shear stress
Journal Articles

Mechanism of Chip Segmentation in Orthogonal Cutting of Zr-Based Bulk Metallic Glass

Naresh Kumar Maroju, Xiaoliang Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2019, 141(8): 081003.
Paper No: MANU-19-1144
https://doi.org/10.1115/1.4043837
Published Online: June 10, 2019
View Article titled, Mechanism of Chip Segmentation in Orthogonal Cutting of Zr-Based Bulk Metallic Glass
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Topics: Cutting, Image segmentation, Shear (Mechanics), Shear stress, Temperature, Zirconium, Metallic glasses, Deformation, Stress
Journal Articles

Manufacturing Process Monitoring With Nonparametric Change-Point Detection in Automotive Industry

Shenghan Guo, Weihong (Grace) Guo, Amir Abolhassani, Rajeev Kalamdani, Saumuy Puchala, Annette Januszczak, Chandra Jalluri
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. July 2019, 141(7): 071013.
Paper No: MANU-18-1506
https://doi.org/10.1115/1.4043732
Published Online: May 28, 2019
View Article titled, Manufacturing Process Monitoring With Nonparametric Change-Point Detection in Automotive Industry
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Topics: Image segmentation, Maintenance, Manufacturing, Decision making, Automotive industry
Journal Articles

Chip Fracture Behavior in the High Speed Machining of Titanium Alloys

Xueping Zhang, Rajiv Shivpuri, Anil K. Srivastava
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2016, 138(8): 081001.
Paper No: MANU-15-1368
https://doi.org/10.1115/1.4032583
Published Online: March 25, 2016
View Article titled, Chip Fracture Behavior in the High Speed Machining of Titanium Alloys
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Topics: Failure, Fracture (Materials), Fracture (Process), High speed machining, Image segmentation, Machining, Stress, Temperature, Titanium alloys, Phase transitions
Journal Articles

Influence of Preheating on Chip Segmentation and Microstructure in Orthogonal Machining of Ti6Al4V

Shashikant Joshi, Asim Tewari, Suhas Joshi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. December 2013, 135(6): 061017.
Paper No: MANU-13-1198
https://doi.org/10.1115/1.4025741
Published Online: November 18, 2013
View Article titled, Influence of Preheating on Chip Segmentation and Microstructure in Orthogonal Machining of Ti6Al4V
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Topics: Cutting, Image segmentation, Machining, Shear (Mechanics), Temperature
Journal Articles

Commutation Sparking Image Monitoring for DC Motor

Fei Hu, Qingbo He, Jianping Wang, Zhigang Liu, Fanrang Kong
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
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
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Topics: Engines, Feature extraction, Image processing, Image segmentation, Motors, Fault diagnosis, Condition monitoring, Noise (Sound), Brightness (Photometry)
Journal Articles

Experimental Evaluation of the Variable-Feedrate Intelligent Segmentation Method for High-Speed, High-Precision Micromilling

Angela A. Sodemann, J. Rhett Mayor
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2011, 133(2): 021001.
https://doi.org/10.1115/1.4003010
Published Online: March 7, 2011
View Article titled, Experimental Evaluation of the Variable-Feedrate Intelligent Segmentation Method for High-Speed, High-Precision Micromilling
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Topics: Algorithms, Cutting, Errors, Image segmentation, Micromilling, Shapes, Trajectories (Physics), Airfoils, Geometry, Waves
Journal Articles

Automatic Tonnage Monitoring for Missing Part Detection in Multi-Operation Forging Processes

Yong Lei, Zhisheng Zhang, Jionghua Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2010, 132(5): 051010.
https://doi.org/10.1115/1.4002531
Published Online: October 4, 2010
View Article titled, Automatic Tonnage Monitoring for Missing Part Detection in Multi-Operation Forging Processes
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Topics: Design, Forging, Signals, Errors, Feature selection, Principal component analysis, Image segmentation, Probability, Process monitoring
Journal Articles

Intelligent Tool-Path Segmentation for Improved Stability and Reduced Machining Time in Micromilling

J. Rhett Mayor, Angela A. Sodemann
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Special Section: Micromanufacturing
J. Manuf. Sci. Eng. June 2008, 130(3): 031121.
https://doi.org/10.1115/1.2931492
Published Online: June 25, 2008
View Article titled, Intelligent Tool-Path Segmentation for Improved Stability and Reduced Machining Time in Micromilling
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Topics: Errors, Image segmentation, Interpolation, Optimization, Stability, Machining, Microscale devices, Micromilling
Journal Articles

Individual Station Monitoring Using Press Tonnage Sensors for Multiple Operation Stamping Processes

Jionghua Jin, Assistant Professor
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. February 2004, 126(1): 83–90.
https://doi.org/10.1115/1.1643749
Published Online: March 18, 2004
View Article titled, Individual Station Monitoring Using Press Tonnage Sensors for Multiple Operation Stamping Processes
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Topics: Metal stamping, Signals, Quality control charts, Blanking (Metalworking), Image segmentation, Door knobs, Sensors, Failure
Journal Articles

A Multi-Sensor Approach for Rapid Digitization and Data Segmentation in Reverse Engineering

V. H. Chan, Assistant Professor, Assoc. Mem. ASME,, C. Bradley, Associate Professor, G. W. Vickers, Professor
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. November 2000, 122(4): 725–733.
https://doi.org/10.1115/1.1286125
Published Online: October 1, 1999
View Article titled, A Multi-Sensor Approach for Rapid Digitization and Data Segmentation in Reverse Engineering
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Topics: Algorithms, Image segmentation, Lasers, Reverse engineering, Sensors, Artificial neural networks, Coordinate measuring machines
Journal Articles

Application of Computational Machining Method to Discontinuous Chip Formation

T. Obikawa, H. Sasahara, T. Shirakashi, E. Usui
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 1997, 119(4B): 667–674.
https://doi.org/10.1115/1.2836807
Published Online: November 1, 1997
View Article titled, Application of Computational Machining Method to Discontinuous Chip Formation
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Topics: Machining, Fracture (Materials), Image segmentation, Brass (Metal), Cutting, Ductile fracture, Finite element analysis, Hydrostatic pressure, Modeling, Shapes