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Journal Articles

A Novel Diagnostic Tool for Human-Centric Quality Monitoring in Human–Robot Collaboration Manufacturing

Elisa Verna, Stefano Puttero, Gianfranco Genta, Maurizio Galetto

Publisher: ASME

J. Manuf. Sci. Eng. December 2023, 145(12): 121009.

Paper No: MANU-23-1259

https://doi.org/10.1115/1.4063284

Published Online: September 11, 2023

...: gianfranco.genta@polito.it Email: maurizio.galetto@polito.it 28 04 2023 24 08 2023 27 08 2023 11 09 2023 assembly inspection and quality control production systems optimization sensing monitoring and diagnostics Mass production has long been the standard...

View Article titled, A Novel Diagnostic Tool for Human-Centric Quality Monitoring in Human–Robot Collaboration Manufacturing

Topics: Manufacturing, Stress, Human-robot collaboration

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

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

... assembly inspection and quality control production systems optimization In today’s market, manufacturers are required to produce high-value-added products that meet customer demands at a competitive price, while also complying with sustainability requirements related to environmental and social...

View Article titled, Exploring the Effects of Perceived Complexity Criteria on Performance Measures of Human–Robot Collaborative Assembly

Topics: Manufacturing, Quality control, Robots, Stress

Journal Articles

PHYSICS-GUIDED LONG SHORT-TERM MEMORY NETWORKS FOR EMISSION PREDICTION IN LASER POWDER BED FUSION

Rong Lei, Y.B. Guo, Weihong (Grace) Guo

J. Manuf. Sci. Eng.

Paper No: MANU-23-1291

https://doi.org/10.1115/1.4063270

Published Online: August 29, 2023

..., and the effectiveness of physics-guided LSTM in emission prediction. Email: rl839@scarletmail.rutgers.edu Email: yuebin.guo@rutgers.edu Email: wg152@soe.rutgers.edu 11 05 2023 24 08 2023 24 08 2023 29 08 2023 Additive manufacturing inspection and quality control Sensing...

View Article titled, PHYSICS-GUIDED LONG SHORT-TERM MEMORY NETWORKS FOR EMISSION PREDICTION IN LASER POWDER BED FUSION

Topics: Additive manufacturing, Emissions, Lasers, Physics, Heat, Particulate matter, Pyrometers, Artificial neural networks, Cooling, Inspection

Journal Articles

A Two-Stage Focal Transformer for Human–Robot Collaboration-Based Surface Defect Inspection

Yiping Gao, Liang Gao, Xinyu Li

J. Manuf. Sci. Eng. December 2023, 145(12): 121004.

Paper No: MANU-23-1057

https://doi.org/10.1115/1.4062860

Published Online: July 25, 2023

... 25 07 2023 human–robot collaboration surface defect recognition transformer defect rechecking focal loss computer-integrated manufacturing control and automation inspection and quality control National Natural Science Foundation of China 10.13039/501100001809 52188102...

View Article titled, A Two-Stage Focal Transformer for Human–Robot Collaboration-Based Surface Defect Inspection

Topics: Collaboration, Human-robot collaboration, Inspection, Robots, Visualization, Engineering prototypes

Journal Articles

Process-Structure-Property Relationships of Laser Powder Bed Fusion Lattice Structures

Elliott W. Jost, Jonathan Pegues, David Moore, Christopher Saldaña

Publisher: ASME

J. Manuf. Sci. Eng. September 2023, 145(9): 091007.

Paper No: MANU-22-1633

https://doi.org/10.1115/1.4062580

Published Online: June 15, 2023

... tomography lattice structure octahedron advanced materials and processing inspection and quality control nontraditional manufacturing processes rapid prototyping and solid freeform fabrication National Science Foundation 10.13039/100000001 CMMI-1825640 U.S. Department of Energy...

View Article titled, Process-Structure-Property Relationships of Laser Powder Bed Fusion Lattice Structures

Topics: Geometry, Inspection, Lasers, Struts (Engineering), Manufacturing, Computerized tomography, Additive manufacturing

Journal Articles

Machine Learning Tools for Flow-Related Defects Detection in Friction Stir Welding

Danilo Ambrosio, Vincent Wagner, Gilles Dessein, Javier Vivas, Olivier Cahuc

J. Manuf. Sci. Eng. October 2023, 145(10): 101005.

Paper No: MANU-22-1700

https://doi.org/10.1115/1.4062457

Published Online: June 7, 2023

... industrial applications [ 6 ], and its use is increasing more and more thanks to research and development. European Commission 10.13039/501100000780 N°764979 advanced materials and processing inspection and quality control nontraditional manufacturing processes sensing monitoring...

View Article titled, Machine Learning Tools for Flow-Related Defects Detection in Friction Stir Welding

Topics: Friction, Welding, Artificial neural networks, Temperature, Flow (Dynamics), Machine learning, Signals, Welded joints, Torque, Aluminum alloys

Includes: Supplementary data

Journal Articles

Multiclass Reinforced Active Learning for Droplet Pinch-Off Behaviors Identification in Inkjet Printing

Zebin Li, Luis Javier Segura, Yifu Li, Chi Zhou, Hongyue Sun

J. Manuf. Sci. Eng. July 2023, 145(7): 071002.

Paper No: MANU-22-1597

https://doi.org/10.1115/1.4057002

Published Online: March 15, 2023

... 07 11 2022 15 02 2023 15 02 2023 15 03 2023 additive manufacturing inspection and quality control National Science Foundation 10.13039/100000001 OAC-2230025 FM-2134409 CMMI-1846863 Additive manufacturing (AM) techniques draw great attentions recently...

View Article titled, Multiclass Reinforced Active Learning for Droplet Pinch-Off Behaviors Identification in Inkjet Printing

Topics: Drops, Pinch effect, Printing

Includes: Supplementary data

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

https://doi.org/10.1115/1.4056873

Published Online: March 14, 2023

... manufacturing sensor fusion porosity detection thermal sensing ultrasonic sensing inspection and quality control laser processes nondestructive sensing monitoring and diagnostics The objective of this study is to develop a nondestructive testing (NDT) method based on the fusion of ultrasonic...

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

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

Journal Articles

Optical Metrology of Critical Dimensions in Large-Area Nanostructure Arrays With Complex Patterns

Ramin Sabbagh, Alec Stothert, S. V. Sreenivasan, Dragan Djurdjanovic

J. Manuf. Sci. Eng. June 2023, 145(6): 061010.

Paper No: MANU-22-1619

https://doi.org/10.1115/1.4056923

Published Online: March 14, 2023

... of nanopatterned surfaces inverse problems organization and search of metrology data inspection and quality control metrology modeling and simulation sensing monitoring and diagnostics Division of Engineering Education and Centers 10.13039/100000149 EEC-1160494 Over the last couple...

View Article titled, Optical Metrology of Critical Dimensions in Large-Area Nanostructure Arrays With Complex Patterns

Topics: Dimensions, Gages, Inspection, Inverse problems, Metrology, Reflectance, Semiconductor wafers, Spectra (Spectroscopy), Optimization, Simulation

Journal Articles

Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes

Shilan Jin, Satish Bukkapatnam, Sean Michael Hayes, Yu Ding

Publisher: ASME

J. Manuf. Sci. Eng. June 2023, 145(6): 061007.

Paper No: MANU-22-1523

https://doi.org/10.1115/1.4056809

Published Online: February 20, 2023

... and quality control process engineering production systems optimization Division of Information and Intelligent Systems 10.13039/100000145 IIS-1849085 U.S. Department of Energy 10.13039/100000015 DE-AC52-07NA27344 In early Aug. 2021, Lawrence Livermore National Laboratory...

View Article titled, Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes

Topics: Polishing, Signals, Vibration, Surface roughness

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

https://doi.org/10.1115/1.4056540

Published Online: January 19, 2023

...: matthew.lynch@rtx.com Email: arn5000@psu.edu Email: greg.ojard@rtx.com Email: brian.fisher@rtx.com Email: drc5094@arl.psu.edu Email: ryan.overdorff@3dsystems.com 30 06 2022 30 11 2022 01 12 2022 19 01 2023 additive manufacturing inspection and quality control...

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

Topics: Flaw detection, Lasers, Sensors, Image segmentation, Resolution (Optics), Semantics, Time series, Testing

Journal Articles

Extracting Skeletons of Two-Manifold Triangular Mesh Surface for Planning Skeleton-Guided Five-Axis Surface Inspection Path

Yang Zhang, Yijun Shen, Limin Zhu, Nuodi Huang, Pengcheng Hu

J. Manuf. Sci. Eng. December 2022, 144(12): 121005.

Paper No: MANU-21-1268

https://doi.org/10.1115/1.4054934

Published Online: July 27, 2022

... Corresponding author. Email: pchu@hust.edu.cn 09 06 2021 29 06 2022 30 06 2022 27 07 2022 skeleton extraction two-manifold triangle mesh geodesic wave front propagation surface partitioning five-axis sweep scanning CAD/CAM/CAE inspection and quality control process...

View Article titled, Extracting Skeletons of Two-Manifold Triangular Mesh Surface for Planning Skeleton-Guided Five-Axis Surface Inspection Path

Topics: Manifolds, Waves, Computation, Inspection

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

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

... certification directed energy deposition morphological analysis thermal history inspection and quality control rapid prototyping and solid freeform fabrication sensing monitoring and diagnostics Definition I: HAZ . In each thermal image, the region with temperature readings within a pre-specified...

View Article titled, Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

Topics: Additive manufacturing, Dynamics (Mechanics), Heat, Machine learning, Manufacturing, Temperature, Thin wall structures, Inspection, Modeling, Process monitoring

Journal Articles

Process Capability Indices With Student Mixture Models Applied to Aircraft Engines GD&T

Mathieu Croquelois, Cyprien Ferraris, Mohamed Achibi, François Thiebaut

J. Manuf. Sci. Eng. October 2022, 144(10): 101008.

Paper No: MANU-20-1641

https://doi.org/10.1115/1.4054601

Published Online: June 22, 2022

... and the Tolerancing team in Industrial division at Safran Aircraft Engines. 04 11 2020 13 05 2022 14 05 2022 22 06 2022 inspection and quality control metrology production systems optimization statistical process controls When industrializing a product, it is necessary...

View Article titled, Process Capability Indices With Student Mixture Models Applied to Aircraft Engines GD&T

Topics: Aircraft engines, Algorithms, Gaussian distribution, Students

Journal Articles

Development and Extrinsic Calibration of a 3D Optical Multisensor Platform Using Laser Line Scanner and a Three-Axis Linear Motion Unit

Christian Gollee, André Seidel, Christer-Clifford Schenke, Arvid Hellmich, Steffen Ihlenfeldt

J. Manuf. Sci. Eng. September 2022, 144(9): 095001.

Paper No: MANU-21-1495

https://doi.org/10.1115/1.4054240

Published Online: May 12, 2022

...@iwu.fraunhofer.de Email: christer-clifford.schenke@iwu.fraunhofer.de Email: arvid.hellmich@iwu.fraunhofer.de Email: steffen.ihlenfeldt@iwu.fraunhofer.de 15 10 2021 04 02 2022 05 02 2022 12 05 2022 inspection and quality control laser processes metrology modeling...

View Article titled, Development and Extrinsic Calibration of a 3D Optical Multisensor Platform Using Laser Line Scanner and a Three-Axis Linear Motion Unit

Topics: Calibration, Errors, Lasers, Geometry, Additive manufacturing, Inspection

Journal Articles

Procedural Guide for System-Level Impact Evaluation of Industrial Artificial Intelligence-Driven Technologies: Application to Risk-Based Investment Analysis for Condition Monitoring Systems in Manufacturing

Michael Sharp, Mehdi Dadfarnia, Timothy Sprock, Douglas Thomas

J. Manuf. Sci. Eng. July 2022, 144(7): 071008.

Paper No: MANU-21-1018

https://doi.org/10.1115/1.4053155

Published Online: December 16, 2021

... simulation evaluating algorithms cost-benefit analysis industrial AI tools condition monitoring systems inspection and quality control modeling and simulation monitoring and diagnostics As industrial artificial intelligence (IAI) and other generalized algorithms expand the possibilities...

View Article titled, Procedural Guide for System-Level Impact Evaluation of Industrial Artificial Intelligence-Driven Technologies: Application to Risk-Based Investment Analysis for Condition Monitoring Systems in Manufacturing

Topics: Condition monitoring, Risk

Journal Articles

Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

Joseph Cohen, Baoyang Jiang, Jun Ni

J. Manuf. Sci. Eng. July 2022, 144(7): 071006.

Paper No: MANU-21-1315

https://doi.org/10.1115/1.4052762

Published Online: December 8, 2021

... Learning Methods.” 06 07 2021 12 10 2021 12 10 2021 08 12 2021 prognostics and health management timed petri nets programmable logic controllers industrial big data principal component analysis inspection and quality control production systems optimization sensing...

View Article titled, Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

Topics: Fault diagnosis, Machine learning, Signals, Synchronization, Failure, Manufacturing systems, Programmable controllers, Delays

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

https://doi.org/10.1115/1.4052725

Published Online: December 7, 2021

... ; Giovanni.Chianese@warwick.ac.uk Email: p.franciosa@warwick.ac.uk Email: j.nolte@precitec.de Email: d.j.ceglarek@warwick.ac.uk Email: patalano@unina.it 14 07 2021 20 07 2021 20 07 2021 07 12 2021 advanced materials and processing inspection and quality control laser...

View Article titled, 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

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

Journal Articles

Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

Joseph Cohen, Jun Ni

J. Manuf. Sci. Eng. June 2022, 144(6): 061008.

Paper No: MANU-21-1317

https://doi.org/10.1115/1.4052761

Published Online: December 3, 2021

... 03 12 2021 anomaly detection semi-supervised learning machine learning fault detection fault classification prognostics and health management industrial artificial intelligence principal component analysis inspection and quality control sensing monitoring and diagnostics...

View Article titled, Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

Topics: Algorithms, Computer-aided engineering, Dimensions, Feature extraction, Machine learning, Principal component analysis, Integrated circuit fabrication, Artificial intelligence

Journal Articles

B-Spline-Based Corner Smoothing Method to Decrease the Maximum Curvature of the Transition Curve

Nuodi Huang, Li Hua, Xi Huang, Yang Zhang, Limin Zhu, Dirk Biermann

J. Manuf. Sci. Eng. May 2022, 144(5): 054503.

Paper No: MANU-21-1224

https://doi.org/10.1115/1.4052708

Published Online: October 25, 2021

... approximation error maximum curvature reduction high-speed machining computer-integrated manufacturing control and automation inspection and quality control 20 05 2021 29 09 2021 30 09 2021 25 10 2021 Email: dirk.biermann@tu-dortmund.de Email: zhulm@sjtu.edu.cn Email...

View Article titled, B-Spline-Based Corner Smoothing Method to Decrease the Maximum Curvature of the Transition Curve

Topics: Approximation, B-splines, Corners (Structural elements), Errors, Machining, Smoothing methods

Journal citation

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Supplemental Material

Manuscript

A Novel Diagnostic Tool for Human-Centric Quality Monitoring in Human–Robot Collaboration Manufacturing

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

PHYSICS-GUIDED LONG SHORT-TERM MEMORY NETWORKS FOR EMISSION PREDICTION IN LASER POWDER BED FUSION

A Two-Stage Focal Transformer for Human–Robot Collaboration-Based Surface Defect Inspection

Process-Structure-Property Relationships of Laser Powder Bed Fusion Lattice Structures

Machine Learning Tools for Flow-Related Defects Detection in Friction Stir Welding

Multiclass Reinforced Active Learning for Droplet Pinch-Off Behaviors Identification in Inkjet Printing

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

Optical Metrology of Critical Dimensions in Large-Area Nanostructure Arrays With Complex Patterns

Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes

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

Extracting Skeletons of Two-Manifold Triangular Mesh Surface for Planning Skeleton-Guided Five-Axis Surface Inspection Path

Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

Process Capability Indices With Student Mixture Models Applied to Aircraft Engines GD&T

Development and Extrinsic Calibration of a 3D Optical Multisensor Platform Using Laser Line Scanner and a Three-Axis Linear Motion Unit

Procedural Guide for System-Level Impact Evaluation of Industrial Artificial Intelligence-Driven Technologies: Application to Risk-Based Investment Analysis for Condition Monitoring Systems in Manufacturing

Machine Learning for Diagnosis of Event Synchronization Faults in Discrete Manufacturing Systems

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

Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

B-Spline-Based Corner Smoothing Method to Decrease the Maximum Curvature of the Transition Curve

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