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Keywords: data fusion
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2024, 146(6): 061006.
Paper No: MANU-23-1758
Published Online: April 22, 2024
... cloud compensation and control data fusion additive manufacturing control and automation inspection and quality control production systems optimization sensing monitoring and diagnostics In modern manufacturing processes, the control and compensation of 3D shape deviations have become...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2024, 146(2): 021001.
Paper No: MANU-23-1400
Published Online: October 31, 2023
...: mmehmood7@gatech.edu Email: pbhardwaj37@gatech.edu 1 Corresponding author. Email: jianjun.shi@isye.gatech.edu 27 06 2023 30 09 2023 30 09 2023 31 10 2023 functional qualification additive manufacturing transfer learning data fusion computer-integrated...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2021, 143(4): 041011.
Paper No: MANU-20-1337
Published Online: December 17, 2020
... and porosity in LBAM and provide new possibilities for efficient and accurate porosity prediction. We present a deep learning-based data fusion method to predict porosity in LBAM parts by leveraging the measured melt pool thermal history and two newly created deep learning neural networks. A PyroNet, based...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. January 2019, 141(1): 011002.
Paper No: MANU-18-1031
Published Online: October 10, 2018
.... Manuscript received January 15, 2018; final manuscript received September 6, 2018; published online October 10, 2018. Assoc. Editor: Laine Mears. 15 01 2018 06 09 2018 surface variation modeling data fusion nonstationary process transfer learning varying coefficient models adaptive...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. January 2017, 139(1): 011014.
Paper No: MANU-16-1244
Published Online: September 29, 2016
... machining processes in an engine plant. multitask learning Gaussian process data fusion surface variation surface modeling The control of surface shape variation on a machined surface is of great importance in automotive powertrain manufacturing because such variation has a significant...