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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

A Dynamic Material Flow Model for Risk-Informed Decision-Making in Decarbonizing Global Aluminum Manufacturing

Sidi Deng, Yongxian Zhu, Daniel R. Cooper, John W. Sutherland
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2024, 146(11): 110904.
Paper No: MANU-24-1204
https://doi.org/10.1115/1.4065695
Published Online: September 11, 2024
View Article titled, A Dynamic Material Flow Model for Risk-Informed Decision-Making in Decarbonizing Global Aluminum Manufacturing
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Topics: Aluminum, Aluminum industry, Carbon, Emissions, Flow (Dynamics), Simulation, Manufacturing, Recycling, Uncertainty, Risk-based decision making
Journal Articles

Turn-Taking Prediction for Human–Robot Collaborative Assembly Considering Human Uncertainty

Wenjun Xu, Siqi Feng, Bitao Yao, Zhenrui Ji, Zhihao Liu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2023, 145(12): 121007.
Paper No: MANU-23-1109
https://doi.org/10.1115/1.4063231
Published Online: September 11, 2023
View Article titled, Turn-Taking Prediction for Human–Robot Collaborative Assembly Considering Human Uncertainty
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Topics: Artificial neural networks, Manufacturing, Robots, Trajectories (Physics), Uncertainty, Firing, Gears, Human-robot collaboration
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

Uncertainty Propagation and Assessment of Five-Axis On-Machine Measurement Error

Qixin Zhuang, Neng Wan, Yanheng Guo, Zhiyong Chang, Zhan Wang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2022, 144(10): 101004.
Paper No: MANU-21-1581
https://doi.org/10.1115/1.4054286
Published Online: May 19, 2022
View Article titled, Uncertainty Propagation and Assessment of Five-Axis On-Machine Measurement Error
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Topics: Errors, Uncertainty, Machinery
Journal Articles

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Christian Kubik, Dirk Alexander Molitor, Marco Becker, Peter Groche
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091003.
Paper No: MANU-21-1397
https://doi.org/10.1115/1.4054158
Published Online: April 8, 2022
View Article titled, Knowledge Discovery in Engineering Applications Using Machine Learning Techniques
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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

Gaussian Process Surrogate Modeling Under Control Uncertainties for Yield Prediction of Carbon Nanotube Production Processes

Chiwoo Park, Rahul Rao, Pavel Nikolaev, Benji Maruyama
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2022, 144(3): 031007.
Paper No: MANU-20-1573
https://doi.org/10.1115/1.4051915
Published Online: August 16, 2021
View Article titled, Gaussian Process Surrogate Modeling Under Control Uncertainties for Yield Prediction of Carbon Nanotube Production Processes
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Topics: Carbon nanotubes, Lasers, Manufacturing, Modeling, Performance, Simulation, Temperature, Uncertainty, Errors
Journal Articles

Molten Pool Tracking Using a Superpixel-Based Approach in a Laser Metal Deposition Process

Angel-Iván García-Moreno, Juan-Manuel Alvarado-Orozco, Juansethi Ibarra-Medina, Enrique Martínez-Franco
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2021, 143(10): 101002.
Paper No: MANU-20-1519
https://doi.org/10.1115/1.4050546
Published Online: April 23, 2021
View Article titled, Molten Pool Tracking Using a Superpixel-Based Approach in a Laser Metal Deposition Process
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Topics: Algorithms, Image segmentation, Lasers, Metals, Temperature, Uncertainty
Journal Articles

A Method for Remanufacturing Process Planning and Control Using Loosely Coupled Systems

Koji Kimita, Johannes Matschewsky, Tomohiko Sakao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2021, 143(10): 101001.
Paper No: MANU-20-1639
https://doi.org/10.1115/1.4050545
Published Online: April 23, 2021
View Article titled, A Method for Remanufacturing Process Planning and Control Using Loosely Coupled Systems
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Topics: Design, Production planning, Uncertainty, Teams
Journal Articles

Uncertainty Propagation Through An Empirical Model of Cutting Forces in End Milling

Abhijit Bhattacharyya, John K. Schueller, Brian P. Mann, Tony L. Schmitz, Michael Gomez
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2021, 143(7): 071002.
Paper No: MANU-19-1706
https://doi.org/10.1115/1.4049508
Published Online: February 25, 2021
View Article titled, Uncertainty Propagation Through An Empirical Model of Cutting Forces in End Milling
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Topics: Cutting, Uncertainty
Journal Articles

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

Xiangyu Guo, ChaBum Lee
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041006.
Paper No: MANU-20-1164
https://doi.org/10.1115/1.4048433
Published Online: October 27, 2020
View Article titled, Cosine Error-Free Metrology Tool Path Planning for Thickness Profile Measurements
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Topics: Errors, Metrology, Path planning, Sensors, Uncertainty
Journal Articles

Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication

Berkcan Kapusuzoglu, Matthew Sato, Sankaran Mahadevan, Paul Witherell
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2021, 143(2): 021007.
Paper No: MANU-19-1657
https://doi.org/10.1115/1.4048073
Published Online: October 8, 2020
View Article titled, Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication
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Topics: Heat transfer, Manufacturing, Optimization, Sensitivity analysis, Sintering, Temperature, Uncertainty, Calibration, Physics, Polymers
Journal Articles

A Data-Driven Approach for Process Optimization of Metallic Additive Manufacturing Under Uncertainty

Zhuo Wang, Pengwei Liu, Yaohong Xiao, Xiangyang Cui, Zhen Hu, Lei Chen
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2019, 141(8): 081004.
Paper No: MANU-18-1876
https://doi.org/10.1115/1.4043798
Published Online: June 10, 2019
View Article titled, A Data-Driven Approach for Process Optimization of Metallic Additive Manufacturing Under Uncertainty
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Topics: Design, Modeling, Optimization, Simulation, Temperature, Uncertainty, Additive manufacturing, Manufacturing, Noise factors, Simulation models
Journal Articles

A Review of Model Inaccuracy and Parameter Uncertainty in Laser Powder Bed Fusion Models and Simulations

Tesfaye Moges, Gaurav Ameta, Paul Witherell
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2019, 141(4): 040801.
Paper No: MANU-18-1543
https://doi.org/10.1115/1.4042789
Published Online: February 28, 2019
View Article titled, A Review of Model Inaccuracy and Parameter Uncertainty in Laser Powder Bed Fusion Models and Simulations
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Topics: Heat, Lasers, Uncertainty, Solidification, Temperature, Simulation, Modeling, Particulate matter, Melting
Journal Articles

How to Improve Remanufacturing?—A Systematic Analysis of Practices and Theories

Tomohiko Sakao, Erik Sundin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. February 2019, 141(2): 021004.
Paper No: MANU-18-1240
https://doi.org/10.1115/1.4041746
Published Online: December 24, 2018
View Article titled, How to Improve Remanufacturing?—A Systematic Analysis of Practices and Theories
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Topics: Uncertainty, Sales, Machinery, Maintenance, Theoretical analysis, Manufacturing
Journal Articles

Component-Oriented Reassembly in Remanufacturing Systems: Managing Uncertainty and Satisfying Customer Needs

Yue Wang, Gamini P. Mendis, Shitong Peng, John W. Sutherland
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. February 2019, 141(2): 021005.
Paper No: MANU-18-1242
https://doi.org/10.1115/1.4042150
Published Online: December 24, 2018
View Article titled, Component-Oriented Reassembly in Remanufacturing Systems: Managing Uncertainty and Satisfying Customer Needs
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Topics: Algorithms, Chain, Diesel engines, Inspection, Sensitivity analysis, Uncertainty, Probability, Engines
Journal Articles

Probabilistic Sequential Prediction of Cutting Force Using Kienzle Model in Orthogonal Turning Process

M. Salehi, T. L. Schmitz, R. Copenhaver, R. Haas, J. Ovtcharova
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. January 2019, 141(1): 011009.
Paper No: MANU-18-1383
https://doi.org/10.1115/1.4041710
Published Online: November 8, 2018
View Article titled, Probabilistic Sequential Prediction of Cutting Force Using Kienzle Model in Orthogonal Turning Process
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Topics: Cutting, Uncertainty, Chain
Journal Articles

Uncertainty Propagation Analysis of Computational Models in Laser Powder Bed Fusion Additive Manufacturing Using Polynomial Chaos Expansions

Gustavo Tapia, Wayne King, Luke Johnson, Raymundo Arroyave, Ibrahim Karaman, Alaa Elwany
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. December 2018, 140(12): 121006.
Paper No: MANU-17-1695
https://doi.org/10.1115/1.4041179
Published Online: October 5, 2018
View Article titled, Uncertainty Propagation Analysis of Computational Models in Laser Powder Bed Fusion Additive Manufacturing Using Polynomial Chaos Expansions
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Topics: Chaos, Polynomials, Uncertainty, Lasers
Journal Articles

Robust Tool Wear Monitoring Using Systematic Feature Selection in Turning Processes With Consideration of Uncertainties

Bin Zhang, Christopher Katinas, Yung C. Shin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2018, 140(8): 081010.
Paper No: MANU-17-1696
https://doi.org/10.1115/1.4040267
Published Online: June 4, 2018
View Article titled, Robust Tool Wear Monitoring Using Systematic Feature Selection in Turning Processes With Consideration of Uncertainties
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Topics: Feature selection, Wear, Signals, Cutting, Uncertainty
Journal Articles

Surrogate Model-Based Control Considering Uncertainties for Composite Fuselage Assembly

Xiaowei Yue, Yuchen Wen, Jeffrey H. Hunt, Jianjun Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2018, 140(4): 041017.
Paper No: MANU-17-1157
https://doi.org/10.1115/1.4038510
Published Online: February 15, 2018
View Article titled, Surrogate Model-Based Control Considering Uncertainties for Composite Fuselage Assembly
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Topics: Actuators, Composite materials, Manufacturing, Modeling, Shapes, Uncertainty, Finite element analysis, Feedforward control, Design