Browsing Institutt for konstruksjonsteknikk by Author "Ness, Kari Lovise"
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Predicting Thermal Fields in Additive Manufacturing by FEM simulations and Machine Learning
Ness, Kari Lovise (Master thesis, 2021)Additiv tilvirkning ("3D-printing") er en type produksjonsteknologi i kraftig vekst som gir nye muligheter for produksjon av 3D-produkter i industrien. Produktene produseres ved å tilføye tynne lag med råstoff som blir ... -
Towards a generic physics-based machine learning model for geometry invariant thermal history prediction in additive manufacturing
Ness, Kari Lovise; Paul, Arindam; Sun, Li; Zhang, Zhiliang (Peer reviewed; Journal article, 2022)Additive manufacturing (AM) is an emerging manufacturing technology that constructs complex parts through layer-by-layer deposition. The prediction and control of thermal fields during production of AM parts are of crucial ...