Please note that the program is published in Central European Summer Time (CEST).

Lecture

WEB Fully automated finite element simulation and evaluation thereof as white-box elements in grey-box models

Wednesday (23.09.2020)
15:55 - 16:10 M: Modelling and Simulation 1

Part of:

Line-Up:


15:40	Lecture	webData-driven modelling workflows for crack growth under complex loading scenarios 1	Dr.-Ing. Michael Krämer
15:55	Lecture	webFully automated finite element simulation and evaluation thereof as white-box elements in grey-box models 1	Max Benedikt Geilen
16:10	Lecture	webParameter optimization for a physics-based model of material plastic behavior using machine learning 1	Dr. Evgeniya Kabliman

Session Chair

Dr. Christian Kontermann
Technische Universität Darmstadt

Session M03.2: Modelling - Simulation - Machine Learning Part I
Belongs to:
Symposium M03: Computer Aided Reliability in Mechanical Engineering

In Computer Aided Reliability, grey-box models may be employed to estimate the residual lifetime of components based on sensory input. In these grey-box models, finite element models may be employed as white-box elements. For the concept of Computer Aided Reliability, it is essential that grey-box models are computed fully automated. If finite element models are to be employed in a grey-box model, they must therefore also be fully automated. In this lecture, a general framework for the fully automated building, solving and evaluation of finite element models in Abaqus is presented.

Speaker:

Max Benedikt Geilen
Technische Universität Darmstadt

Additional Authors:

Dr. Marcus klein
Technische Universität Darmstadt
Prof. Dr. Matthias Oechsner
Technische Universität Darmstadt