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Journal Articles

Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes

Accepted Manuscript
Mengfei Chen, Wenbo Sun, Weihong (Grace) Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1389
https://doi.org/10.1115/1.4066799
Published Online: October 9, 2024
View Article titled, Adaptive Online Continual Learning for In-Situ Quality Prediction in Manufacturing Processes
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Topics: Manufacturing, Acoustic emissions, Convolutional neural networks, Deep learning, Filters, Inspection, Lasers, Manufacturing systems, Metal stamping, Micromachining
Journal Articles

Effect of microgravity on the metal droplet transfer and bead characteristics in the DED-arc process

Accepted Manuscript
Adhithya Plato Sidharth Arunachalam, Niketh Poolakkal, Venakteshwaran Munian, Murugaiyan Amirthalingam, Sathyan Subbiah
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1423
https://doi.org/10.1115/1.4066669
Published Online: October 3, 2024
View Article titled, Effect of microgravity on the metal droplet transfer and bead characteristics in the DED-arc process
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Topics: Additive manufacturing, Drops, Metals, Welding, Gravity (Force), Gas metal arc welding, Convection, Geometry, Microhardness, Porosity
Journal Articles

Acquired angle error correction based on variation of an angle detection signal intensity in rotary encoders

Accepted Manuscript
Akihiko Sato, Yashuhiro Kakinuma
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1422
https://doi.org/10.1115/1.4066668
Published Online: September 24, 2024
View Article titled, Acquired angle error correction based on variation of an angle detection signal intensity in rotary encoders
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Topics: Errors, Sensors, Shaft angle encoders, Signals, Machinery, Accuracy and precision, Deformation, Machining, Metrology, Rotation
Journal Articles

High-fidelity Sensing Modality for Anomaly Detection in Inkjet Printing

Accepted Manuscript
Aditya Chivate, Hongyue Sun, Chi Zhou
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1079
https://doi.org/10.1115/1.4066543
Published Online: September 13, 2024
View Article titled, High-fidelity Sensing Modality for Anomaly Detection in Inkjet Printing
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Topics: Additive manufacturing, Printing, Drops, Manufacturing, Quality control, Biomedicine, Drop-on-demand inkjet (Printing), Feedback, Functional materials, Metals
Journal Articles

Digital Twin in Process Planning of the Additive and Subtractive Process Chain for Laser Metal Deposition and Micro Milling of Stainless Steel

Berend Denkena, Marcel Wichmann, Talash Malek, Hai Nam Nguyen, Makoto Kato, Kaito Isshiki, Ryo Koike, Yasuhiro Kakinuma
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2024, 146(7): 071004.
Paper No: MANU-23-1718
https://doi.org/10.1115/1.4065415
Published Online: May 21, 2024
View Article titled, Digital Twin in Process Planning of the Additive and Subtractive Process Chain for Laser Metal Deposition and Micro Milling of Stainless Steel
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Topics: Additive manufacturing, Chain, Cutting, Digital twin, Geometry, Lasers, Machining, Milling, Production planning, Surface roughness
Journal Articles

Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition

Christian Zamiela, Ryan Stokes, Wenmeng Tian, Haley Doude, Matthew W. Priddy, Linkan Bian
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2024, 146(8): 081007.
Paper No: MANU-23-1769
https://doi.org/10.1115/1.4065416
Published Online: May 21, 2024
View Article titled, Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition
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Topics: Deformation, Modeling, Physics, Surface deformation, Approximation, Heat flux, Wire, Heat, Additive manufacturing, Sensors
Journal Articles

A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis—Part III: Model Training and Fault Detection

Chung-Yu Tai, Yusuf Altintas
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2024, 146(8): 081006.
Paper No: MANU-23-1550
https://doi.org/10.1115/1.4065227
Published Online: May 7, 2024
View Article titled, A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis—Part III: Model Training and Fault Detection
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Topics: Artificial neural networks, Bearings, Flaw detection, Optimization, Physics, Vibration, Testing, Algorithms, Sensors, Trains
Journal Articles

Nondestructive Surface Profiling and Inspection by Using a Single Unit Magneto-Eddy-Current Sensor

Jungsub Kim, Heebum Chun, ChaBum Lee
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. June 2024, 146(6): 064501.
Paper No: MANU-21-1527
https://doi.org/10.1115/1.4053810
Published Online: April 9, 2024
View Article titled, Nondestructive Surface Profiling and Inspection by Using a Single Unit Magneto-Eddy-Current Sensor
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Topics: Eddies (Fluid dynamics), Inspection, Sensors, Nondestructive evaluation, Steel, Copper, Aluminum, Magnets, Rivets
Journal Articles

Smart Control of Springback in Stretch Bending of a Rectangular Tube by an Artificial Neural Network

Taekwang Ha, Torgeir Welo, Geir Ringen, Jyhwen Wang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2024, 146(4): 040905.
Paper No: MANU-23-1191
https://doi.org/10.1115/1.4063737
Published Online: February 28, 2024
View Article titled, Smart Control of Springback in Stretch Bending of a Rectangular Tube by an Artificial Neural Network
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Topics: Artificial neural networks, Sensors
Journal Articles

Sensor-Based Planning and Control for Conformal Deposition on a Deformable Surface Using an Articulated Industrial Robot

Yang Yang, Ying Cai, Yeo Jung Yoon, Hangbo Zhao, Satyandra K. Gupta
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2024, 146(1): 011008.
Paper No: MANU-23-1300
https://doi.org/10.1115/1.4063560
Published Online: October 19, 2023
View Article titled, Sensor-Based Planning and Control for Conformal Deposition on a Deformable Surface Using an Articulated Industrial Robot
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Topics: Lasers, Manipulators, Printing, Robots, Sensors, Calibration, Additive manufacturing, Inks
Journal Articles

Experimental Setup for In-Process Measurements and Analysis of Wear-Dependent Surface Topographies

Nils Potthoff, Jan Liß, Petra Wiederkehr
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2023, 145(10): 101013.
Paper No: MANU-23-1197
https://doi.org/10.1115/1.4063133
Published Online: August 28, 2023
View Article titled, Experimental Setup for In-Process Measurements and Analysis of Wear-Dependent Surface Topographies
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Topics: Wear, Sensors, Surface topography, Lasers
Journal Articles

Cyber Physical Production Systems for Deep Drawing

Robert O. Jung, Friedrich Bleicher, Stephan Krall, Christian Juricek, Rainer Lottes, Karoline Steinschütz, Thomas Reininger
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2023, 145(10): 101006.
Paper No: MANU-23-1135
https://doi.org/10.1115/1.4062903
Published Online: July 20, 2023
View Article titled, Cyber Physical Production Systems for Deep Drawing
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Topics: Blanks, Force sensors, Inflow, Manufacturing systems, Materials properties, Sensors, Mass production, Servomechanisms, Simulation, Friction
Journal Articles

Multiresolution Quality Inspection of Layerwise Builds for Metal 3D Printer and Scanner

Hui Yang, Joni Reijonen, Alejandro Revuelta
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2023, 145(10): 101004.
Paper No: MANU-22-1587
https://doi.org/10.1115/1.4057013
Published Online: June 7, 2023
View Article titled, Multiresolution Quality Inspection of Layerwise Builds for Metal 3D Printer and Scanner
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Topics: Additive manufacturing, Computerized tomography, Imaging, Inspection, Lasers, Machinery, Sensors, Wavelets, Modeling, Retrofitting
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

Machine Straightness Error Measurement Based on Optical Fiber Fabry–Pérot Interferometer Monitoring Technique

Xingyu Fu, Fengfeng Zhou, Huitaek Yun, Eunseob Kim, Siying Chen, Martin Byung-Guk Jun
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2023, 145(1): 011007.
Paper No: MANU-22-1325
https://doi.org/10.1115/1.4055897
Published Online: October 18, 2022
View Article titled, Machine Straightness Error Measurement Based on Optical Fiber Fabry–Pérot Interferometer Monitoring Technique
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Topics: Errors, Interferometers, Machinery, Optical fiber, Sensors, Fibers
Journal Articles

Activity Recognition With Machine Learning in Manual Grinding

Matthias Dörr, Frederik Spoden, Sven Matthiesen, Thomas Gwosch
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. September 2022, 144(9): 094504.
Paper No: MANU-22-1097
https://doi.org/10.1115/1.4054905
Published Online: July 29, 2022
View Article titled, Activity Recognition With Machine Learning in Manual Grinding
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Topics: Data collection, Grinding, Machine learning, Manufacturing, Sensors, Tool grinders
Journal Articles

Condition Monitoring of Machine Tool Feed Drives: A Review

Quade Butler, Youssef Ziada, David Stephenson, S. Andrew Gadsden
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Review Articles
J. Manuf. Sci. Eng. October 2022, 144(10): 100802.
Paper No: MANU-21-1529
https://doi.org/10.1115/1.4054516
Published Online: June 22, 2022
View Article titled, Condition Monitoring of Machine Tool Feed Drives: A Review
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Topics: Condition monitoring, Machine tools, Screws, Sensors, Signals, Wear, Vibration, Machinery, Errors
Journal Articles

Electrochemical Characterization of Dopamine in Neural Cells With Flexible Biosensors

Mehran Abbasi Shirsavar, Amir Niaraki, Nicole N. Hashemi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091009.
Paper No: MANU-22-1031
https://doi.org/10.1115/1.4054417
Published Online: May 19, 2022
View Article titled, Electrochemical Characterization of Dopamine in Neural Cells With Flexible Biosensors
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Topics: Additive manufacturing, Graphene, Electrodes, Biosensors, Sensors, Biocompatibility
Journal Articles

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Christian Kubik, Dirk Alexander Molitor, Marco Becker, Peter Groche
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091003.
Paper No: MANU-21-1397
https://doi.org/10.1115/1.4054158
Published Online: April 8, 2022
View Article titled, Knowledge Discovery in Engineering Applications Using Machine Learning Techniques
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Topics: Blanking (Metalworking), Chain, Data acquisition, Data mining, Engineering systems and industry applications, Machine learning, Manufacturing, Manufacturing systems, Modeling, Sensors