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Journal Articles

Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets

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Joseph Cohen, Jun Ni
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
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
View Articletitled, Semi-Supervised Learning for Anomaly Classification Using Partially Labeled Subsets
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Topics: Algorithms, Computer-aided engineering, Dimensions, Feature extraction, Machine learning, Principal component analysis, Integrated circuit fabrication, Artificial intelligence
Journal Articles

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

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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 Articletitled, 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

Phenomenological Study of Multivariable Effects on Exit Burr Criteria During Orthogonal Cutting of AlSi Alloys Using Principal Components Analysis

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Tristan Régnier, Guillaume Fromentin, Alain D'Acunto, José Outeiro, Bertrand Marcon, Arnaud Crolet
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2018, 140(10): 101006.
Paper No: MANU-18-1231
https://doi.org/10.1115/1.4040623
Published Online: July 9, 2018
View Articletitled, Phenomenological Study of Multivariable Effects on Exit Burr Criteria During Orthogonal Cutting of AlSi Alloys Using Principal Components Analysis
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Topics: Cutting, Principal component analysis, Alloys, Geometry, Machining
Journal Articles

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

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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 Articletitled, 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

Process Parameters Influencing Tertiary Scale Formation at a Hot Strip Mill Using a Multinomial Logit Model

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Mark Evans, Jonathan Kennedy, Paul Thomas
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. June 2013, 135(3): 031008.
Paper No: MANU-12-1126
https://doi.org/10.1115/1.4023717
Published Online: May 24, 2012
View Articletitled, Process Parameters Influencing Tertiary Scale Formation at a Hot Strip Mill Using a Multinomial Logit Model
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Topics: Incrustations, Probability, Steel, Strips, Temperature, Principal component analysis, Process control, Finishing
Journal Articles

Automatic Tonnage Monitoring for Missing Part Detection in Multi-Operation Forging Processes

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Yong Lei, Zhisheng Zhang, Jionghua Jin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2010, 132(5): 051010.
https://doi.org/10.1115/1.4002531
Published Online: October 4, 2010
View Articletitled, Automatic Tonnage Monitoring for Missing Part Detection in Multi-Operation Forging Processes
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Topics: Design, Forging, Signals, Errors, Feature selection, Principal component analysis, Image segmentation, Probability, Process monitoring
Journal Articles

On-Line Prediction of Motor Shaft Misalignment Using Fast Fourier Transform Generated Spectra Data and Support Vector Regression

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Olufemi A. Omitaomu, Myong K. Jeong, Adedeji B. Badiru, J. Wesley Hines
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. November 2006, 128(4): 1019–1024.
https://doi.org/10.1115/1.2194059
Published Online: February 3, 2006
View Articletitled, On-Line Prediction of Motor Shaft Misalignment Using Fast Fourier Transform Generated Spectra Data and Support Vector Regression
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Topics: Condition monitoring, Engines, Fast Fourier transforms, Motors, Spectra (Spectroscopy), Support vector machines, Maintenance, Computation, Principal component analysis, Machinery
Journal Articles

Assembly Fixture Fault Diagnosis Using Designated Component Analysis

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Y. G. Liu, S. J. Hu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. May 2005, 127(2): 358–368.
https://doi.org/10.1115/1.1852572
Published Online: April 25, 2005
View Articletitled, Assembly Fixture Fault Diagnosis Using Designated Component Analysis
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Topics: Eigenvalues, Failure, Fault diagnosis, Manufacturing, Deflection, Sheet metal, Principal component analysis, Statistical analysis
Journal Articles

Compliant Assembly Variation Analysis Using Component Geometric Covariance

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Jaime A. Camelio, S. Jack Hu, Samuel P. Marin
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. May 2004, 126(2): 355–360.
https://doi.org/10.1115/1.1644553
Published Online: July 8, 2004
View Articletitled, Compliant Assembly Variation Analysis Using Component Geometric Covariance
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Topics: Deformation, Manufacturing, Principal component analysis
Journal Articles

Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies

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Q. Rong, D. Ceglarek, J. Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. November 2000, 122(4): 773–780.
https://doi.org/10.1115/1.1285917
Published Online: October 1, 1999
View Articletitled, Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies
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Topics: Eigenvalues, Fault diagnosis, Manufacturing, Stiffness, Modeling, Errors, Principal component analysis
Journal Articles

Fixture Failure Diagnosis for Autobody Assembly Using Pattern Recognition

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D. Ceglarek, J. Shi
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Papers
J. Manuf. Sci. Eng. February 1996, 118(1): 55–66.
https://doi.org/10.1115/1.2803648
Published Online: February 1, 1996
View Articletitled, Fixture Failure Diagnosis for Autobody Assembly Using Pattern Recognition
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Topics: Failure, Manufacturing, Pattern recognition, Computer-aided design, Geometry, Principal component analysis, Simulation