Projects per year
Description
Excel file containing numerical simulation results for the dimensionless flow rate, the dimensionless dissipation rate, and the dimensionless average shear rate in confined curved screw channels (without clearance).
The design space covers a comprehensive range of screw channel shapes and operating conditions present in both conventional and multi-flighted, high-performance single-screw extruders.
The simulation results are already grouped into suitable subsets for developing data-driven models. Depending on the particular task, however, further processing of the data may be required.
The design space covers a comprehensive range of screw channel shapes and operating conditions present in both conventional and multi-flighted, high-performance single-screw extruders.
The simulation results are already grouped into suitable subsets for developing data-driven models. Depending on the particular task, however, further processing of the data may be required.
| Date made available | 12 Aug 2025 |
|---|---|
| Publisher | Zenodo |
UN SDGs
This dataset contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 12 Responsible Consumption and Production
Fields of science
- 205012 Polymer processing
- 203037 Computational engineering
JKU Focus areas
- Digital Transformation
- Sustainable Development: Responsible Technologies and Management
Projects
- 1 Finished
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Design and Optimization of Wave-Dispersion Screws
Roland, W. (PI)
30.06.2020 → 30.09.2023
Project: Funded research › FWF - Austrian Science Fund
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An Advanced Approach for Modeling Melt Conveying in High-Performance Single-Screw Extruders
Herzog, D., 2026, 167 p.Research output: Thesis › Doctoral thesis
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Comprehensive Surrogate Models for Predicting the Melt Conveying Characteristics of Channel Segments in High-Performance Single-Screw Extruders
Herzog, D., Roland, W., Marschik, C. & Berger-Weber, G. R., Feb 2026, In: Polymer Engineering and Science. 66, 2, p. 716-738 23 p.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Generic regression models for melt conveying in three-dimensional curved screw channels
Herzog, D. (Creator), Marschik, C. (Contributor), Kronberger, G. (Contributor), Roland, W. (Supervisor) & Berger-Weber, G. R. (Supervisor), Zenodo, 12 Aug 2025
Dataset
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