Abstract:We present the data-driven standardized non-intrusive reduced-order modeling strategy, sniROM, applied in context of plastics profile extrusion. After a brief introduction to the process and the governing physics, we give a short overview of the methodology. The ROM is then used to predict temperature distribution within a plastics profile inside the calibration/cooling unit of the extrusion process. The simulation based model predictions are compared with sensor data captured by an infrared camera. Finally, w… Show more
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