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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

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

Recurrence Network-Based 3D Geometry Representation Learning for Quality Control in Additive Manufacturing of Metamaterials

Yujing Yang, Chen Kan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2023, 145(11): 111006.
Paper No: MANU-23-1381
https://doi.org/10.1115/1.4063236
Published Online: September 11, 2023
View Article titled, Recurrence Network-Based 3D Geometry Representation Learning for Quality Control in Additive Manufacturing of Metamaterials
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Topics: Additive manufacturing, Geometry, Metamaterials, Quality control, Artificial neural networks, Simulation, Network models
Journal Articles

Exploring the Effects of Perceived Complexity Criteria on Performance Measures of Human–Robot Collaborative Assembly

Elisa Verna, Stefano Puttero, Gianfranco Genta, Maurizio Galetto
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2023, 145(10): 101014.
Paper No: MANU-23-1122
https://doi.org/10.1115/1.4063232
Published Online: September 1, 2023
View Article titled, Exploring the Effects of Perceived Complexity Criteria on Performance Measures of Human–Robot Collaborative Assembly
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Topics: Manufacturing, Quality control, Robots, Stress
Journal Articles

On Kinematics in Sequential Three-Dimensional Stretch Bending: Analytical Springback Model

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. July 2023, 145(7): 071009.
Paper No: MANU-22-1539
https://doi.org/10.1115/1.4057027
Published Online: March 28, 2023
View Article titled, On Kinematics in Sequential Three-Dimensional Stretch Bending: Analytical Springback Model
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Topics: Computer simulation, Dimensions, Finite element analysis, Geometry, Kinematics, Machinery, Rotation, Shapes, Simulation, Yaw
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
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
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
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Topics: Additive manufacturing, Dynamics (Mechanics), Heat, Machine learning, Manufacturing, Temperature, Thin wall structures, Inspection, Modeling, Process monitoring
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

Statistical Modal Analysis for Out-of-Plane Deviation Prediction in Additive Manufacturing Based on Finite Element Simulation

Zuowei Zhu, Nabil Anwer, Luc Mathieu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2019, 141(11): 111011.
Paper No: MANU-19-1015
https://doi.org/10.1115/1.4044837
Published Online: September 25, 2019
View Article titled, Statistical Modal Analysis for Out-of-Plane Deviation Prediction in Additive Manufacturing Based on Finite Element Simulation
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Topics: Additive manufacturing, Finite element analysis, Modal analysis, Modeling, Simulation, Shapes, Quality control
Journal Articles

Deep Learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control

Farhad Imani, Ruimin Chen, Evan Diewald, Edward Reutzel, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2019, 141(11): 111001.
Paper No: MANU-19-1185
https://doi.org/10.1115/1.4044420
Published Online: September 18, 2019
View Article titled, Deep Learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control
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Topics: Additive manufacturing, Artificial neural networks, Geometry, Imaging, Process monitoring, Quality control, Shapes, Flaw detection, Computer-aided design, Machinery
Journal Articles

Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing

Seyyed Hadi Seifi, Wenmeng Tian, Haley Doude, Mark A. Tschopp, Linkan Bian
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2019, 141(8): 081013.
Paper No: MANU-18-1582
https://doi.org/10.1115/1.4043898
Published Online: June 21, 2019
View Article titled, Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing
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Topics: Additive manufacturing, Dynamic light scattering, Hull, Lasers, Manufacturing, Modeling, Porosity, Tensors, Pyrometers, Principal component analysis
Journal Articles

Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control

Farhad Imani, Bing Yao, Ruimin Chen, Prahalad Rao, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2019, 141(4): 044501.
Paper No: MANU-18-1168
https://doi.org/10.1115/1.4042579
Published Online: February 27, 2019
View Article titled, Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control
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Topics: Finishes, Fractals, Manufacturing, Process monitoring, Quality control, Spectra (Spectroscopy), Additive manufacturing, Imaging, Machining, Dimensions
Journal Articles

Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing

Bing Yao, Farhad Imani, Aniket S. Sakpal, E. W. Reutzel, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. March 2018, 140(3): 031014.
Paper No: MANU-17-1444
https://doi.org/10.1115/1.4037891
Published Online: January 3, 2018
View Article titled, Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing
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Topics: Additive manufacturing, Dimensions, Fractals, Quality control, Simulation, Statistics, Imaging, Lasers, Spectra (Spectroscopy)
Journal Articles

Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control

Peng Wang, Zhaoyan Fan, David O. Kazmer, Robert X. Gao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101008.
Paper No: MANU-17-1065
https://doi.org/10.1115/1.4036907
Published Online: August 24, 2017
View Article titled, Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control
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Topics: Data fusion, Injection molding, Pressure, Quality control, Sensors, Temperature, Physics
Journal Articles

Big Data-Driven Manufacturing—Process-Monitoring-for-Quality Philosophy

Jeffrey A. Abell, Debejyo Chakraborty, Carlos A. Escobar, Kee H. Im, Diana M. Wegner, Michael A. Wincek
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101009.
Paper No: MANU-17-1066
https://doi.org/10.1115/1.4036833
Published Online: August 24, 2017
View Article titled, Big Data-Driven Manufacturing—Process-Monitoring-for-Quality Philosophy
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Topics: Batteries, Inspection, Manufacturing, Process monitoring, Quality control, Sensors, Signals, Computer software
Journal Articles

Online Monitoring of Functional Electrical Properties in Aerosol Jet Printing Additive Manufacturing Process Using Shape-From-Shading Image Analysis

Roozbeh (Ross) Salary, Jack P. Lombardi, Prahalad K. Rao, Mark D. Poliks
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101010.
Paper No: MANU-17-1080
https://doi.org/10.1115/1.4036660
Published Online: August 24, 2017
View Article titled, Online Monitoring of Functional Electrical Properties in Aerosol Jet Printing Additive Manufacturing Process Using Shape-From-Shading Image Analysis
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Topics: Additive manufacturing, Aerosols, Albedo, Electrical properties, Gas flow, Nozzles, Printing, Reflectance, Shades and shadows, Shapes
Journal Articles

Correlating Variations in the Dynamic Resistance Signature to Weld Strength in Resistance Spot Welding Using Principal Component Analysis

David W. Adams, Cameron D. E. Summerville, Brendan M. Voss, Jack Jeswiet, Matthew C. Doolan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. April 2017, 139(4): 044502.
Paper No: MANU-15-1448
https://doi.org/10.1115/1.4034887
Published Online: November 9, 2016
View Article titled, Correlating Variations in the Dynamic Resistance Signature to Weld Strength in Resistance Spot Welding Using Principal Component Analysis
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Topics: Principal component analysis, Quality control, Shapes, Welded joints, Welding, Mode shapes, Signals, Joining
Journal Articles

Aesthetics and Gloss of Ground Surfaces: A Review on Measurement and Generation

Barbara Linke, Jayanti Das
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. June 2016, 138(6): 064501.
Paper No: MANU-15-1481
https://doi.org/10.1115/1.4032587
Published Online: March 9, 2016
View Article titled, Aesthetics and Gloss of Ground Surfaces: A Review on Measurement and Generation
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Topics: Computers, Grinding, Manufacturing, Metal surfaces, Metrology, Modeling, Reflection, Surface roughness, Physics, Refraction
Journal Articles

Automated Surface Defect Detection Using High-Density Data

Lee J. Wells, Mohammed S. Shafae, Jaime A. Camelio
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. July 2016, 138(7): 071001.
Paper No: MANU-14-1700
https://doi.org/10.1115/1.4032391
Published Online: March 8, 2016
View Article titled, Automated Surface Defect Detection Using High-Density Data
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Topics: Design, Inspection, Quality control, Probability, Flaw detection, Density
Journal Articles

Assessment of Dimensional Integrity and Spatial Defect Localization in Additive Manufacturing Using Spectral Graph Theory

Prahalad K. Rao, Zhenyu Kong, Chad E. Duty, Rachel J. Smith, Vlastimil Kunc, Lonnie J. Love
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. May 2016, 138(5): 051007.
Paper No: MANU-15-1093
https://doi.org/10.1115/1.4031574
Published Online: November 19, 2015
View Article titled, Assessment of Dimensional Integrity and Spatial Defect Localization in Additive Manufacturing Using Spectral Graph Theory
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Topics: Additive manufacturing, Dimensions, Errors, Geometry, Lasers, Manufacturing, Quality control, Mining, Metrology, Computer-aided design
Journal Articles

Real-Time Acoustic and Pressure Characterization of Two-Phase Flow for Quality Control of Expanded Polystyrene Injection Molding Processes

James N. Magarian, Robert D. White, Douglas M. Matson
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. May 2016, 138(5): 051002.
Paper No: MANU-15-1240
https://doi.org/10.1115/1.4031796
Published Online: November 16, 2015
View Article titled, Real-Time Acoustic and Pressure Characterization of Two-Phase Flow for Quality Control of Expanded Polystyrene Injection Molding Processes
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Topics: Acoustics, Flow (Dynamics), Injection molding, Pressure, Vacuum, Quality control, Two-phase flow