Invention Grant
- Patent Title: Method for determining mechanical properties of a rolled material using a hybrid model
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Application No.: US18293067Application Date: 2022-07-13
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Publication No.: US12093796B2Publication Date: 2024-09-17
- Inventor: Du Nguyen Duy , Katharina Freinschlag , Sergey Bragin , Klaus Jax , Axel Rimnac , Alfred Seyr , Sonja Strasser
- Applicant: Primetals Technologies Austria GmbH
- Applicant Address: AT Linz
- Assignee: Primetals Technologies Austria GmbH
- Current Assignee: Primetals Technologies Austria GmbH
- Current Assignee Address: AT Linz
- Agency: Liang & Hennessey LLP
- Agent Brian Hennessey
- Priority: EP 187849 2021.07.27
- International Application: PCT/EP2022/069634 2022.07.13
- International Announcement: WO2023/006430A 2023.02.02
- Date entered country: 2024-01-29
- Main IPC: G06N20/00
- IPC: G06N20/00 ; B21B37/00 ; G06F30/27

Abstract:
A method for determining mechanical properties of a first rolled material by a hybrid model that includes production datasets relating to further rolled materials, a physical production model and a statistical data model. The production dataset relating to the first rolled material is used to determine a first mechanical dataset, a further production dataset and a metallurgical dataset and also a second mechanical dataset. An averaged normalized distance value for production datasets relating to the further rolled materials is determined that is used to ascertain the mechanical properties of the rolled material as a weighted average from the first and second mechanical datasets. When creating the hybrid model, the physical production model is used to determine further production datasets relating to the further rolled goods for training the statistical data model.
Public/Granted literature
- US20240265302A1 METHOD FOR DETERMINING MECHANICAL PROPERTIES OF A ROLLED MATERIAL USING A HYBRID MODEL Public/Granted day:2024-08-08
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