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Journal Articles

Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing

V. Akhil, G. Raghav, N. Arunachalam, D. S. Srinivas
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021010.
Paper No: JCISE-19-1222
https://doi.org/10.1115/1.4045719
Published Online: January 3, 2020
...V. Akhil; G. Raghav; N. Arunachalam; D. S. Srinivas The increase in the use of metal additive manufacturing (AM) processes in major industries like aerospace, defense, and electronics indicates the need for maintaining a tight quality control. A quick, low-cost, and reliable online surface texture...
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Topics: Additive manufacturing, Surface roughness, Surface texture, Texture (Materials), Machine learning, Lasers, Artificial neural networks, Statistics