Smart factories: improving process models using real-time data

Havinga, G. T. (Speaker)

Activity: Talk or presentationInvited talk

Description

In modern manufacturing, digital twins pose the promise of uniting the virtual process (models and simulations) with the physical process (measurement and actuation systems). Combining simulation models with real-time data may potentially be used to create a new type of high-fidelity model, and bring process monitoring and real-time control to a new level. In complex manufacturing processes, such as forming, it is however often nearly impossible to directly map real-time measurement data on physics-based models. This presentation will give an overview of the challenge. Furthermore, an approach will be presented to simultaneously estimate process variations and improve the underlying process model, for a mass manufacturing forming process.
Period26 Nov 2020
Event titleTechtank Conference 2020: Innovative manufacturing for industrial use
Event typeConference
LocationOnline Event, Sweden
Degree of RecognitionInternational