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Journal Articles

Heterogeneous Transfer Learning of Electrohydrodynamic Printing Under Zero-Gravity Toward In-Space Manufacturing

Rayne Wolf, Liangkui Jiang, Khawlah Alharbi, Pengyu Zhang, Chao Wang, Hantang Qin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121002.
Paper No: MANU-24-1229
https://doi.org/10.1115/1.4066097
Published Online: September 19, 2024
View Article titled, Heterogeneous Transfer Learning of Electrohydrodynamic Printing Under Zero-Gravity Toward In-Space Manufacturing
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Topics: Electrohydrodynamics, Gravity (Force), Machine learning, Manufacturing, Printing, Flight, Additive manufacturing, Physics, Testing
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

An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing

Zhi Zhang, Antony George, Md. Ferdous Alam, Chris Eubel, Chaitanya Krishna Prasad Vallabh, Max Shtein, Kira Barton, David J. Hoelzle
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2024, 146(3): 031008.
Paper No: MANU-23-1313
https://doi.org/10.1115/1.4064321
Published Online: January 12, 2024
View Article titled, An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing
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Topics: Additive manufacturing, Design, Manufacturing, Spectra (Spectroscopy), Testing, Phononic crystals, Manufacturing systems
Journal Articles

Automated Evaluation and Rating of Product Repairability Using Artificial Intelligence-Based Approaches

Hao-Yu Liao, Behzad Esmaeilian, Sara Behdad
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2024, 146(2): 020901.
Paper No: MANU-23-1413
https://doi.org/10.1115/1.4063561
Published Online: November 1, 2023
View Article titled, Automated Evaluation and Rating of Product Repairability Using Artificial Intelligence-Based Approaches
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Topics: Design, Machine learning, Maintenance, Testing, X-rays, Sustainability, Ablation (Vaporization technology), Durability, Product design
Journal Articles

AUDIT: Function a l Q u alification in A d ditive Manufacturing Via Physical and Dig i tal T wins

Michael Biehler, Reinaldo Mock, Shriyanshu Kode, Maham Mehmood, Palin Bhardwaj, Jianjun Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2024, 146(2): 021001.
Paper No: MANU-23-1400
https://doi.org/10.1115/1.4063655
Published Online: October 31, 2023
View Article titled, AUDIT: Function a l Q u alification in A d ditive Manufacturing Via Physical and Dig i tal T wins
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Topics: Additive manufacturing, Digital twin, Finite element analysis, Shapes, Simulation, Testing, Design, Manufacturing, Printing
Journal Articles

Architecture-Driven Physics-Informed Deep Learning for Temperature Prediction in Laser Powder Bed Fusion Additive Manufacturing With Limited Data

Suyog Ghungrad, Meysam Faegh, Benjamin Gould, Sarah J. Wolff, Azadeh Haghighi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2023, 145(8): 081007.
Paper No: MANU-22-1551
https://doi.org/10.1115/1.4062237
Published Online: April 19, 2023
View Article titled, Architecture-Driven Physics-Informed Deep Learning for Temperature Prediction in Laser Powder Bed Fusion Additive Manufacturing With Limited Data
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Topics: Additive manufacturing, Artificial neural networks, Lasers, Machine learning, Physics, Temperature, Testing, Errors, Algorithms
Journal Articles

A Hybrid Deep Generative Network for Pore Morphology Prediction in Metal Additive Manufacturing

Zheren Song, Xinming Wang, Yuanyuan Gao, Junbo Son, Jianguo Wu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2023, 145(7): 071005.
Paper No: MANU-22-1658
https://doi.org/10.1115/1.4057012
Published Online: March 15, 2023
View Article titled, A Hybrid Deep Generative Network for Pore Morphology Prediction in Metal Additive Manufacturing
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Topics: Additive manufacturing, Errors, Metals, Modeling, Porosity, Testing, Encryption, Regression models, Manufacturing, Lasers
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

Design De-Identification of Thermal History for Collaborative Process-Defect Modeling of Directed Energy Deposition Processes

Durant Fullington, Linkan Bian, Wenmeng Tian
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051004.
Paper No: MANU-22-1369
https://doi.org/10.1115/1.4056488
Published Online: January 19, 2023
View Article titled, Design De-Identification of Thermal History for Collaborative Process-Defect Modeling of Directed Energy Deposition Processes
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Topics: Additive manufacturing, Algorithms, Data privacy, Design, Modeling, Printing, Preservation, Metals, Manufacturing, Testing
Journal Articles

Run-Time Cutting Force Estimation Based on Learned Nonlinear Frequency Response Function

Jacob Fabro, Gregory W. Vogl, Yongzhi Qu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091002.
Paper No: MANU-21-1638
https://doi.org/10.1115/1.4054157
Published Online: April 8, 2022
View Article titled, Run-Time Cutting Force Estimation Based on Learned Nonlinear Frequency Response Function
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Topics: Cutting, Frequency response, Machinery, Testing, Vibration, Machining, Signals
Journal Articles

Experimental Investigation of the Mechanical Clinching Process of Al5052-H32/Polyoxymethylene Hybrid Structure

Yawen Ouyang, Chao Chen, Xiaoqiang Ren
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2022, 144(8): 081008.
Paper No: MANU-22-1006
https://doi.org/10.1115/1.4053732
Published Online: February 16, 2022
View Article titled, Experimental Investigation of the Mechanical Clinching Process of Al5052-H32/Polyoxymethylene Hybrid Structure
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Topics: Absorption, Failure mechanisms, Fracture (Materials), Knudsen number, Shear (Mechanics), Stress, Testing, Fracture (Process), Failure, Joining
Journal Articles

Evaluation of Additive Friction Stir Deposition for the Repair of Cast Al-1.4Si-1.1Cu-1.5Mg-2.1Zn

L. Peter Martin, Allen Luccitti, Mark Walluk
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2022, 144(6): 061006.
Paper No: MANU-21-1193
https://doi.org/10.1115/1.4052759
Published Online: December 3, 2021
View Article titled, Evaluation of Additive Friction Stir Deposition for the Repair of Cast Al-1.4Si-1.1Cu-1.5Mg-2.1Zn
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Topics: Alloys, Bonding, Fatigue testing, Fillers (Materials), Friction, Geometry, Maintenance, Microhardness, Stress, Testing
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
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
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
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Topics: Carbon reinforced plastics, Failure mechanisms, Feature extraction, Feature selection, Friction, Manufacturing, Riveting, Sensors, Signals, Tensors
Journal Articles

Characterization of Flow Curves for Ultra-Thin Steel Sheets With the In-Plane Torsion Test

Fabian Stiebert, Heinrich Traphöner, Rickmer Meya, A. Erman Tekkaya
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2022, 144(3): 031011.
Paper No: MANU-21-1320
https://doi.org/10.1115/1.4051919
Published Online: August 20, 2021
View Article titled, Characterization of Flow Curves for Ultra-Thin Steel Sheets With the In-Plane Torsion Test
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Topics: Flow (Dynamics), Testing, Torsion, Adhesives, Torque, Errors, Shear stress
Journal Articles

Increasing Throughput in Fused Deposition Modeling by Modulating Bed Temperature

Kelsey L. Snapp, Aldair E. Gongora, Keith A. Brown
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. September 2021, 143(9): 094502.
Paper No: MANU-20-1353
https://doi.org/10.1115/1.4050177
Published Online: April 1, 2021
View Article titled, Increasing Throughput in Fused Deposition Modeling by Modulating Bed Temperature
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Topics: Adhesion, Modeling, Printing, Temperature, Testing, Glass, Additive manufacturing
Journal Articles

Influence of Paint Baking on the Energy Absorption and Failure Mode of Resistance Spot Welds in TRIP1180 Steel

D. V. Marshall, D. Bhattacharya, J. G. Speer
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. September 2021, 143(9): 094501.
Paper No: MANU-20-1711
https://doi.org/10.1115/1.4050462
Published Online: March 29, 2021
View Article titled, Influence of Paint Baking on the Energy Absorption and Failure Mode of Resistance Spot Welds in TRIP1180 Steel
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Topics: Absorption, Failure mechanisms, Steel, Tension, Welded joints, Cycles, Welding, Fracture (Materials), Joining, Failure
Includes: Supplementary data
Journal Articles

Assessment of a Novel Position Verification Sensor to Identify and Isolate Robot Workcell Health Degradation

Brian A. Weiss, Jared Kaplan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041008.
Paper No: MANU-20-1323
https://doi.org/10.1115/1.4048446
Published Online: November 10, 2020
View Article titled, Assessment of a Novel Position Verification Sensor to Identify and Isolate Robot Workcell Health Degradation
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Topics: Manufacturing, Robots, Sensors, Testing, National Institute of Standards and Technology
Journal Articles

Finite Element Modeling of Electromagnetic Crimping of Cu-SS Tube-to-Tube Joint Along With Simulation of Destructive Testing for Strength Prediction of the Joint

Deepak Kumar, Sachin D. Kore, Arup Nandy
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041004.
Paper No: MANU-20-1120
https://doi.org/10.1115/1.4048431
Published Online: October 27, 2020
View Article titled, Finite Element Modeling of Electromagnetic Crimping of Cu-SS Tube-to-Tube Joint Along With Simulation of Destructive Testing for Strength Prediction of the Joint
Open the PDF for Finite Element Modeling of Electromagnetic Crimping of Cu-SS Tube-to-Tube Joint Along With Simulation of Destructive Testing for Strength Prediction of the Joint in another window
Topics: Copper, Deformation, Finite element analysis, Modeling, Simulation, Simulation models, Testing, Magnetic fields
Journal Articles

Mechanical and Corrosion Assessment of Friction Self-Piercing Rivet Joint of Carbon Fiber-Reinforced Polymer and Magnesium Alloy AZ31B

Yong Chae Lim, Jian Chen, Jiheon Jun, Donovan N. Leonard, Michael P. Brady, Charles David Warren, Zhili Feng
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2021, 143(3): 031006.
Paper No: MANU-20-1268
https://doi.org/10.1115/1.4048378
Published Online: October 23, 2020
View Article titled, Mechanical and Corrosion Assessment of Friction Self-Piercing Rivet Joint of Carbon Fiber-Reinforced Polymer and Magnesium Alloy AZ31B
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Topics: Carbon reinforced plastics, Corrosion, Rivets, Testing, Steel, Shear (Mechanics), Magnesium alloys, Friction, Tension
Journal Articles

Influence of Novel Torch Type on Mechanical and Microstructural Characteristics of Cold Metal Transfer Brazed Joints

Jaivindra Singh, Kanwer Singh Arora, Nikhil Shajan, Mahadev Shome, Dinesh Kumar Shukla
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2021, 143(1): 011001.
Paper No: MANU-20-1125
https://doi.org/10.1115/1.4047735
Published Online: September 28, 2020
View Article titled, Influence of Novel Torch Type on Mechanical and Microstructural Characteristics of Cold Metal Transfer Brazed Joints
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Topics: Base metals, Brazing, Fillers (Materials), Heat, Intermetallic compounds, Shear (Mechanics), Steel, Metals, Wire, Failure