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Journal Articles

MVGCN: Multi-View Graph Convolutional Neural Network for Surface Defect Identification Using Three-Dimensional Point Cloud

Yinan Wang, Wenbo Sun, Jionghua (Judy) Jin, Zhenyu (James) Kong, Xiaowei Yue
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2023, 145(3): 031004.
Paper No: MANU-21-1430
https://doi.org/10.1115/1.4056005
Published Online: December 2, 2022
View Article titled, MVGCN: Multi-View Graph Convolutional Neural Network for Surface Defect Identification Using Three-Dimensional Point Cloud
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Topics: Artificial neural networks, Flaw detection
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
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
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
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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
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
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
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Topics: Fault diagnosis, Metals, Sensors, Signals, Tensors, Welding, Simulation, Ultrasonic welding, Manufacturing, Feature extraction
Journal Articles

Dynamic Sampling Design for Characterizing Spatiotemporal Processes in Manufacturing

Chenhui Shao, Jionghua (Judy) Jin, S. Jack Hu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101002.
Paper No: MANU-16-1678
https://doi.org/10.1115/1.4036347
Published Online: August 24, 2017
View Article titled, Dynamic Sampling Design for Characterizing Spatiotemporal Processes in Manufacturing
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Topics: Design, Manufacturing, Metals, Spatiotemporal phenomena, Welding, Errors
Proceedings Papers

Dynamic Sampling Design for Characterizing Spatiotemporal Processes in Manufacturing

Chenhui Shao, Jionghua (Judy) Jin, S. Jack Hu
Proc. ASME. MSEC2017, Volume 3: Manufacturing Equipment and Systems, V003T04A004, June 4–8, 2017
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2017-2695
https://doi.org/10.1115/MSEC2017-2695
View Paper titled, Dynamic Sampling Design for Characterizing Spatiotemporal Processes in Manufacturing
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Topics: Design, Manufacturing, Spatiotemporal phenomena, Algorithms, Genetic algorithms, Integer programming, Kalman filters, Machining, Measurement systems, Metals
eBook Chapter

Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries

Publisher: ASME Press
Published: 2017
ISBN: 9780791861257
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Topics: Lithium-ion batteries, Metals, Wear, Welding
Journal Articles

Improving Machined Surface Shape Prediction by Integrating Multi-Task Learning With Cutting Force Variation Modeling

Chenhui Shao, Jie Ren, Hui Wang, Jionghua (Judy) Jin, S. Jack Hu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. January 2017, 139(1): 011014.
Paper No: MANU-16-1244
https://doi.org/10.1115/1.4034592
Published Online: September 29, 2016
View Article titled, Improving Machined Surface Shape Prediction by Integrating Multi-Task Learning With Cutting Force Variation Modeling
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Topics: Cutting, Modeling, Shapes, Machining, Algorithms, Engines, Manufacturing, Physics, Resolution (Optics)
Proceedings Papers

Profile Monitoring and Fault Diagnosis via Sensor Fusion for Ultrasonic Welding

Weihong Guo, Jionghua (Judy) Jin, S. Jack Hu
Proc. ASME. MSEC2016, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T04A028, June 27–July 1, 2016
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2016-8750
https://doi.org/10.1115/MSEC2016-8750
View Paper titled, Profile Monitoring and Fault Diagnosis via Sensor Fusion for Ultrasonic Welding
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Topics: Fault diagnosis, Sensors, Ultrasonic welding, Design, Manufacturing, Metals, Signals, Tensors, Welding
Journal Articles

Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment

Hadi I. Masoud, Matthew P. Reed, Kamran Paynabar, Nanxin Wang, Jionghua (Judy) Jin, Jian Wan, Ksenia K. Kozak, Gianna Gomez-Levi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. June 2016, 138(6): 061001.
Paper No: MANU-14-1442
https://doi.org/10.1115/1.4032191
Published Online: January 5, 2016
View Article titled, Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment
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Topics: B-splines, Design, Dimensions, Modeling, Support vector machines, Vehicles, Feature selection, Filtration
Journal Articles

Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries

Chenhui Shao, Tae Hyung Kim, S. Jack Hu, Jionghua (Judy) Jin, Jeffrey A. Abell, J. Patrick Spicer
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. May 2016, 138(5): 051005.
Paper No: MANU-15-1087
https://doi.org/10.1115/1.4031677
Published Online: November 18, 2015
View Article titled, Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries
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Topics: Wear, Welding, Metals, Algorithms, Lithium-ion batteries
Proceedings Papers

Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries

Chenhui Shao, Tae Hyung Kim, S. Jack Hu, Jionghua (Judy) Jin, Jeffrey A. Abell, J. Patrick Spicer
Proc. ASME. MSEC2015, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T05A022, June 8–12, 2015
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2015-9428
https://doi.org/10.1115/MSEC2015-9428
View Paper titled, Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-Ion Batteries
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Topics: Lithium-ion batteries, Metals, Wear, Welding, Algorithms, Batteries, Condition monitoring, Geometry, Joining, Manufacturing
Journal Articles

Online Eccentricity Monitoring of Seamless Tubes in Cross-Roll Piercing Mill

Weihong Guo, Rui Chen, Jionghua (Judy) Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2015, 137(2): 021007.
Paper No: MANU-14-1238
https://doi.org/10.1115/1.4028440
Published Online: April 1, 2015
View Article titled, Online Eccentricity Monitoring of Seamless Tubes in Cross-Roll Piercing Mill
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Topics: Feature selection, Quality control charts, Vibration, Wall thickness, Signals
Proceedings Papers

Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment

Hadi I. Masoud, Matthew P. Reed, Kamran Paynabar, Jionghua (Judy) Jin, Ksenia K. Kozak, Nanxin Wang, Jian Wan, Gianna Gomez-Levi
Proc. ASME. MSEC2014, Volume 1: Materials; Micro and Nano Technologies; Properties, Applications and Systems; Sustainable Manufacturing, V001T04A009, June 9–13, 2014
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2014-4039
https://doi.org/10.1115/MSEC2014-4039
View Paper titled, Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment
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Topics: B-splines, Design, Filters, Modeling, Support vector machines, Vehicles
Proceedings Papers

Online Eccentricity Monitoring of Seamless Tubes in Cross-Roll Piercing Mill

Rui Chen, Weihong Guo, Jionghua (Judy) Jin
Proc. ASME. MSEC2014, Volume 1: Materials; Micro and Nano Technologies; Properties, Applications and Systems; Sustainable Manufacturing, V001T04A010, June 9–13, 2014
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2014-4147
https://doi.org/10.1115/MSEC2014-4147
View Paper titled, Online Eccentricity Monitoring of Seamless Tubes in Cross-Roll Piercing Mill
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Topics: Linkages, Manufacturing, Optimization, Product quality, Quality control charts, Signals, Steel, Ultrasonic testing, Vibration, Wall thickness
Journal Articles

Keeping Ground Robots on the Move Through Battery & Mission Management

Tulga Ersal, Youngki Kim, John Broderick, Tianyou Guo, Amir Sadrpour, Anna Stefanopoulou, Jason Siegel, Dawn Tilbury, Ella Atkins, Huei Peng, Jionghua (Judy) Jin, A. Galip Ulsoy
Journal: Mechanical Engineering
Publisher: ASME
Article Type: Select Article
Mechanical Engineering. June 2014, 136(06): S1–S6.
Paper No: ME-14-JUN4
https://doi.org/10.1115/6.2014-Jun-4
Published Online: June 1, 2014
View Article titled, Keeping Ground Robots on the Move Through Battery & Mission Management
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Topics: Batteries, Robots
Proceedings Papers

Real-Time Energy-Efficient Path Planning for Unmanned Ground Vehicles Using Mission Prior Knowledge

Amir Sadrpour, Jionghua (Judy) Jin, A. Galip Ulsoy
Proc. ASME. DSCC2013, Volume 3: Nonlinear Estimation and Control; Optimization and Optimal Control; Piezoelectric Actuation and Nanoscale Control; Robotics and Manipulators; Sensing; System Identification (Estimation for Automotive Applications, Modeling, Therapeutic Control in Bio-Systems); Variable Structure/Sliding-Mode Control; Vehicles and Human Robotics; Vehicle Dynamics and Control; Vehicle Path Planning and Collision Avoidance; Vibrational and Mechanical Systems; Wind Energy Systems and Control, V003T47A002, October 21–23, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2013-3909
https://doi.org/10.1115/DSCC2013-3909
View Paper titled, Real-Time Energy-Efficient Path Planning for Unmanned Ground Vehicles Using Mission Prior Knowledge
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Topics: Path planning, Vehicles, Algorithms, Roads, Simulation results, Surveillance, Uncertainty
Journal Articles

Modeling and Analysis of Operator Effects on Process Quality and Throughput in Mixed Model Assembly Systems

Andres G. Abad, Kamran Paynabar, Jionghua Judy Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2011, 133(2): 021016.
https://doi.org/10.1115/1.4003793
Published Online: April 4, 2011
View Article titled, Modeling and Analysis of Operator Effects on Process Quality and Throughput in Mixed Model Assembly Systems
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Topics: Cycles, Manufacturing, Modeling, Assembly lines, Mass production