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A Data-driven Reduced Order Modeling Approach Applied In Context Of Numerical Analysis And Optimization Of Plastic Profile Extrusion. (arXiv:2209.03121v1 [math.NA])
Sept. 8, 2022, 1:11 a.m. | Daniel Hilger, Norbert Hosters
cs.LG updates on arXiv.org arxiv.org
In course of this work, we examine the process of plastic profile extrusion,
where a polymer melt is shaped inside the so-called extrusion die and fixed in
its shape by solidification in the downstream calibration unit. More precise,
we focus on the development of a data-driven reduced order model (ROM) for the
purpose of predicting temperature distributions within the extruded profiles
inside the calibration unit. Therein, the ROM functions as a first step to our
overall goal of prediction based …
analysis arxiv context data data-driven math modeling numerical optimization plastic profile
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