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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

J. Manuf. Sci. Eng. June 2023, 145(6): 061009.

Paper No: MANU-22-1240

DOI: https://doi.org/10.1115/1.4056873

Published Online: March 14, 2023

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Topics: Porosity, Sensors, Metals, Additive manufacturing, Manufacturing, Pyrometers, Image segmentation

Journal Articles

Multi-resolution Quality Inspection of Layerwise Builds for Metal 3D Printer-and-Scanner

Hui Yang, Joni Reijonen, Alejandro Revuelta

J. Manuf. Sci. Eng.

Paper No: MANU-22-1587

DOI: https://doi.org/10.1115/1.4057013

Published Online: February 27, 2023

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Topics: Additive manufacturing, Inspection, Metals, Resolution (Optics), Imaging, Design, Laser fusion, Sensors, Damage, Finishes

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

J. Manuf. Sci. Eng. May 2023, 145(5): 051005.

Paper No: MANU-22-1330

DOI: https://doi.org/10.1115/1.4056540

Published Online: January 19, 2023

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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

J. Manuf. Sci. Eng. January 2023, 145(1): 011007.

Paper No: MANU-22-1325

DOI: https://doi.org/10.1115/1.4055897

Published Online: October 18, 2022

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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

J. Manuf. Sci. Eng. September 2022, 144(9): 094504.

Paper No: MANU-22-1097

DOI: https://doi.org/10.1115/1.4054905

Published Online: July 29, 2022

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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

J. Manuf. Sci. Eng. October 2022, 144(10): 100802.

Paper No: MANU-21-1529

DOI: https://doi.org/10.1115/1.4054516

Published Online: June 22, 2022

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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

J. Manuf. Sci. Eng. September 2022, 144(9): 091009.

Paper No: MANU-22-1031

DOI: https://doi.org/10.1115/1.4054417

Published Online: May 19, 2022

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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

J. Manuf. Sci. Eng. September 2022, 144(9): 091003.

Paper No: MANU-21-1397

DOI: https://doi.org/10.1115/1.4054158

Published Online: April 8, 2022

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Topics: Blanking (Metalworking), Chain, Data acquisition, Data mining, Engineering systems and industry applications, Machine learning, Manufacturing, Manufacturing systems, Modeling, Sensors

Journal Articles

A Product-Oriented Synchronization and Effective Information Extraction of Continuous Streaming Data for Relationship Mining in a Hot Rolling Process

Huihui Miao, Andi Wang, Tzyy-Shuh Chang, Jianjun Shi

J. Manuf. Sci. Eng. August 2022, 144(8): 081012.

Paper No: MANU-21-1405

DOI: https://doi.org/10.1115/1.4053860

Published Online: March 25, 2022

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Topics: Dimensions, Hot rolling, Manufacturing, Mining, Modeling, Sensors, Synchronization, Torque, Shapes, Algorithms

Journal Articles

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

Jungsub Kim, Heebum Chun, ChaBum Lee

J. Manuf. Sci. Eng.

Paper No: MANU-21-1527

DOI: https://doi.org/10.1115/1.4053810

Published Online: February 10, 2022

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Topics: Eddies (Fluid dynamics), Inspection, Sensors

Journal Articles

Characterization of Photodiodes for Detection of Variations in Part-to-Part Gap and Weld Penetration Depth During Remote Laser Welding of Copper-to-Steel Battery Tab Connectors

Giovanni Chianese, Pasquale Franciosa, Jonas Nolte, Darek Ceglarek, Stanislao Patalano

J. Manuf. Sci. Eng. July 2022, 144(7): 071004.

Paper No: MANU-21-1336

DOI: https://doi.org/10.1115/1.4052725

Published Online: December 7, 2021

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Topics: Batteries, Copper, Laser welding, Lasers, Photodiodes, Sensors, Signals, Steel, Welded joints, Welding

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

J. Manuf. Sci. Eng. June 2022, 144(6): 061009.

Paper No: MANU-21-1407

DOI: https://doi.org/10.1115/1.4052907

Published Online: December 3, 2021

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Topics: Carbon reinforced plastics, Failure mechanisms, Feature extraction, Feature selection, Friction, Manufacturing, Riveting, Sensors, Signals, Tensors

Journal Articles

Finite Element Modeling of Powder Bed Fusion at Part Scale by a Super-Layer Deposition Method Based on Level Set and Mesh Adaptation

Yancheng Zhang, Charles-André Gandin, Michel Bellet

J. Manuf. Sci. Eng. May 2022, 144(5): 051001.

Paper No: MANU-21-1042

DOI: https://doi.org/10.1115/1.4052386

Published Online: October 19, 2021

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Topics: Computation, Construction, Finite element analysis, Heat, Heating, Modeling, Sensors, Simulation, Temperature, Heat transfer

Journal Articles

Multi-Point Substructure Coupling Method to Compensate Multi-Accelerometer Masses in Measuring Rotation-Related Frequency Response Functions

Yulei Ji, Yanren Chen, Shaokun Zhang, Qingzhen Bi, Yuhan Wang

J. Manuf. Sci. Eng. January 2022, 144(1): 011009.

Paper No: MANU-21-1084

DOI: https://doi.org/10.1115/1.4051534

Published Online: July 1, 2021

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Topics: Accelerometers, Dynamics (Mechanics), Frequency response, Rotation, Sensors, Simulation

Journal Articles

Open Source Filament Diameter Sensor for Recycling, Winding, and Additive Manufacturing Machines

Aliaksei Petsiuk, Joshua M. Pearce

J. Manuf. Sci. Eng. October 2021, 143(10): 105001.

Paper No: MANU-21-1014

DOI: https://doi.org/10.1115/1.4050762

Published Online: May 7, 2021

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Topics: Additive manufacturing, Machinery, Mirrors, Plastics recycling, Recycling, Sensors, Winding (process), Manufacturing, Plastic scrap, Extruding

Journal Articles

Verification of Numerically Controlled Manufacturing Processes, Toward Identifying Cyber-Physical Threats

Joseph R. Piacenza, Kenneth John Faller, II, Bradley Regez, Luisfernando Gomez

J. Manuf. Sci. Eng. September 2021, 143(9): 091014.

Paper No: MANU-20-1594

DOI: https://doi.org/10.1115/1.4050547

Published Online: April 30, 2021

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Topics: Computer numerical control machine tools, Displacement, Machinery, Manufacturing, Sensors, Design, Data acquisition, Machining

Journal Articles

An Automated Edge Computing-Based Condition Health Monitoring System: With an Application on Rolling Element Bearings

Niklas Tritschler, Andrew Dugenske, Thomas Kurfess

J. Manuf. Sci. Eng. July 2021, 143(7): 071006.

Paper No: MANU-20-1269

DOI: https://doi.org/10.1115/1.4049845

Published Online: February 26, 2021

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Topics: Bearings, Cutting, Monitoring systems, Rolling bearings, Sensors, Signals, Vibration, Machinery

Journal Articles

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

Brian A. Weiss, Jared Kaplan

J. Manuf. Sci. Eng. April 2021, 143(4): 041008.

Paper No: MANU-20-1323

DOI: https://doi.org/10.1115/1.4048446

Published Online: November 10, 2020

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Topics: Manufacturing, Robots, Sensors, Testing, National Institute of Standards and Technology

Journal Articles

Cosine Error-Free Metrology Tool Path Planning for Thickness Profile Measurements

Xiangyu Guo, ChaBum Lee

J. Manuf. Sci. Eng. April 2021, 143(4): 041006.

Paper No: MANU-20-1164

DOI: https://doi.org/10.1115/1.4048433

Published Online: October 27, 2020

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Topics: Errors, Metrology, Path planning, Sensors, Uncertainty

Journal Articles

A Review of Manufacturing Process Control

Robert G. Landers, Kira Barton, Santosh Devasia, Thomas Kurfess, Prabhakar Pagilla, Masayoshi Tomizuka

J. Manuf. Sci. Eng. November 2020, 142(11): 110814.

Paper No: MANU-20-1096

DOI: https://doi.org/10.1115/1.4048111

Published Online: September 28, 2020

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Topics: Control equipment, Design, Machining, Manufacturing, Modeling, Temperature, Feedback, Grinding, Sensors, Dynamics (Mechanics)

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Supplemental Material

Manuscript

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

Multi-resolution Quality Inspection of Layerwise Builds for Metal 3D Printer-and-Scanner

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

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

Activity Recognition With Machine Learning in Manual Grinding

Condition Monitoring of Machine Tool Feed Drives: A Review

Electrochemical Characterization of Dopamine in Neural Cells With Flexible Biosensors

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

A Product-Oriented Synchronization and Effective Information Extraction of Continuous Streaming Data for Relationship Mining in a Hot Rolling Process

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

Characterization of Photodiodes for Detection of Variations in Part-to-Part Gap and Weld Penetration Depth During Remote Laser Welding of Copper-to-Steel Battery Tab Connectors

Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

Finite Element Modeling of Powder Bed Fusion at Part Scale by a Super-Layer Deposition Method Based on Level Set and Mesh Adaptation

Multi-Point Substructure Coupling Method to Compensate Multi-Accelerometer Masses in Measuring Rotation-Related Frequency Response Functions

Open Source Filament Diameter Sensor for Recycling, Winding, and Additive Manufacturing Machines

Verification of Numerically Controlled Manufacturing Processes, Toward Identifying Cyber-Physical Threats

An Automated Edge Computing-Based Condition Health Monitoring System: With an Application on Rolling Element Bearings

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

Cosine Error-Free Metrology Tool Path Planning for Thickness Profile Measurements

A Review of Manufacturing Process Control

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