Methodical derivation of process-structure-property-relations based on hy-brid data spaces (C04)

• Subject Area: Plastics Engineering
• Term: since 2025
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 525069572

Sub-project C04 focuses on mapping the process/structure (PS) relation within the Press-Through-Process. A hybrid space of computational and experimental data is generated for the training and fine-tuning of machine learning models. Finally, digital platforms are developed to integrate the models, allowing for the static monitoring and design of graded structures during the manufacturing process. C04 aims to cover the entire process/structure-property (PSP) chain, along with real-time data acquisition and processing.

• DFG Programme: CRC/Transregios
• Subproject of: TRR 402: Intelligent production technologies for lightweight plastic structures with load-dedicated 3D grading of the reinforcement architecture
• Major Instrumentation: Laser scanner
• Applicant Institution: Technische Universität Chemnitz
• Project Heads: Professor Dr.-Ing. Maik Gude; Dr. Georgios Tzortzinis