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. In: Polymers. Vol.16 Issue 1197. Paderborn : Universitätsbibliothek, 2024, page 1-15
Content
- Introduction
- Screw Performance Index (SPI)
- Simulation of the Extrusion Process
- Machine Learning (Comparison Classification and Regression)
- Experimental Setup
- Method
- Model Training and Assessment
- Regression, Cross-Validation, and Significance Analysis by Lasso Regression
- Model Development Challenges
- Results
- Validation
- Conclusions and Outlook
- References