Additive manufacturing

A universal convolutional neural network for the pixel-level detection and monitoring of weld beads

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A universal convolutional neural network for the pixel-level detection and monitoring of weld beads Zhuo Wang, Metin Kayitmazbatir, Mihaela Banu Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA. DOI: https://doi.org/10.7494/cmms.2024.2.0835 Abstract: In weld-based manufacturing processes such as welding and metal deposition additive manufacturing (AM), the weld bead is a direct indicator … Read more

The role of die definition in the numerical simulations of two-points incremental forming processes

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The role of die definition in the numerical simulations of two-points incremental forming processes Konrad Perzyński, Kacper Pawlikowski, Łukasz Madej AGH University of Krakow, al. Mickiewicza 30, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2023.1.0795 Abstract: The main objective of this work is to investigate the influence of the definition of dies type in the finite element simulation … Read more

Identification of the heat source and thermal material model parameters for the laser engineered net shaping

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Identification of the heat source and thermal material model parameters for the laser engineered net shaping Lucyna Hajder1, Tao Zhang2, Vu Nguyen3 1AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland. 2Institute for Frontier Materials, Deakin University, 75 Pigdons Road, Waurn Ponds VIC 3216, Australia. 3Commonwealth Scientific and Industrial Research Organisation (CSIRO), … Read more

Additive manufacturing in assisting planning of prototyping and closed – die forging

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Additive manufacturing in assisting planning of prototyping and closed – die forging Stefan Szczepanik, Piotr Nikiel AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2019.3.0642 Abstract: The steps in the current additive manufacturing processing sequence are: conceptualization and CAD, conversion to STL, transfer and manipulation of STL file on an … Read more