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Method development for the prediction of melt quality in the extrusion process
Method
PPDAC
Introduction
Screw Performance Index (SPI)
Simulation of the Extrusion Process
Machine Learning (Comparison Classification and Regression)
Experimental Setup
Method
PPDAC
Cross-Validation Statistics
Labelling
Model Training and Assessment
Regression, Cross-Validation, and Significance Analysis by Lasso Regression
Model Development Challenges
Results
Validation
Conclusions and Outlook
References
Journal Article
Method development for the prediction of melt quality in the extrusion process / Dorte Trienens, Volker Schöppner, Peter Krause, Thomas Bäck, Seraphin Tsi-Nda Lontsi and Finn Budde
Place and Date of Creation
Paderborn
2024
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