Concept for databased material property description along the process chain press hardening: Implementing the Digital Material Twin and the Digital Material Shadow

Computational Materials Science, vol. 249, pp. 113666

Abstract

A Digital Twin is a virtual representation of a corresponding process of a physical object. In the context of Industry 4.0, a Digital Twin provides new opportunities for production optimization and failure prediction. Therefore, both industry and scientific research show increasing interest in Digital Twins. One of the most important sectors in the production value chain is materials engineering, which plays a very important role in the product properties and processing strategies. However, a unified material description approach for material digitalization, which is crucial for, e.g. material database setup, and strategies for implementation into real-time production are still controversial. Therefore, we suggest two concepts for implementing materials into the digital representations of production processes, an integrated digital description of the material and its properties and an extended Digital Material Twin, eDMT, by which the material processing information can be found. Furthermore, we provide an example concerning one processing chain of steel for the explanation of the eDMT concept. In contrast to the data-intensive eDMT, a dimensionality-reduced concept is suggested for the implementation of eDMT to control production processes in real-time, a Digital Material Shadow (DMS). The DMS is defined as a knowledge- and sensor-data-based, computational-efficient, simultaneous analysis and description of the material during production. Our approach defines a modular framework exemplified for press hardening of steel to thoroughly describe a material and its development during processing and production.

Authors 6

1. Jing Wang Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany

2. Hannah Naber Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany

3. Marc Ackermann Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany

4. Frederike Brasche Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany

5. Alexander Gramlich corresponding Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany

6. Ulrich Krupp Aachen IEHK Steel Institute

   RWTH Aachen University

   Affiliation as printed

   IEHK Steel Institute of RWTH Aachen University, Intzestraße 1 52072 Aachen, Germany