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Journal Articles

Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Qi Tian, Shenghan Guo, Erika Melder, Linkan Bian, Weihong “Grace” Guo
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041011.
Paper No: MANU-20-1337
https://doi.org/10.1115/1.4048957
Published Online: December 17, 2020
View Article titled, Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing
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Topics: Data fusion, Porosity, Pyrometers, Lasers, Additive manufacturing
Journal Articles

Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control

Peng Wang, Zhaoyan Fan, David O. Kazmer, Robert X. Gao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2017, 139(10): 101008.
Paper No: MANU-17-1065
https://doi.org/10.1115/1.4036907
Published Online: August 24, 2017
View Article titled, Orthogonal Analysis of Multisensor Data Fusion for Improved Quality Control
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Topics: Data fusion, Injection molding, Pressure, Quality control, Sensors, Temperature, Physics
Journal Articles

A New Method for Discharge State Prediction of Micro-EDM Using Empirical Mode Decomposition

Zhenyuan Jia, Lingxuan Zhang, Fuji Wang, Wei Liu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. February 2010, 132(1): 014501.
https://doi.org/10.1115/1.4000559
Published Online: December 22, 2009
View Article titled, A New Method for Discharge State Prediction of Micro-EDM Using Empirical Mode Decomposition
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Topics: Data fusion, Electrical discharge machining, Fuzzy logic, Signals