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Updated: Jun 27, 2025

Surrogate Model Development for Digital Experiments in Welding
Published on: March 28, 2025
Real-time data visualization of welding robot data and preparation for future of digital twin system
Péter Magyar1, János Hegedűs-Kuti2, József Szőlősi1
1Doctoral School of Informatics, Eötvös Lóránd University, Budapest, 1117, Hungary.
Abstract:
The application of industrial technologies is undergoing significant changes. Finding the level at which to use efficient cyberphysical systems is perhaps one of the most important technical preparatory tasks in implementing digital manufacturing. Welding technology systems are investigated, and a framework for capturing the data sets required for data-driven manufacturing is developed. To make full autonomy in a manufacturing environment meaningful, formerly isolated groups of equipment need to be organized into a production information system. In our research, a test system is created that can implement a digital virtual interface and achieve new levels of efficiency with a future digital twin system. In the discourse of the study, the technological parameters of welding test pieces were investigated, namely the available measurement data sets of current, and voltage data. In the summary section, most of the tasks and research directions are presented, which can be envisaged as a continuation of the present study. Our study will be followed by further research, already testing a complete digital twin system, thus reaching another milestone on the way to autonomous manufacturing.
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