activity
20202023
most citedTransfer Learning as an Enabler of the Intelligent Digital Twin

65 citations · 93 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SE2023★ 4 cited

Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems

Dominik Braun, Nasser Jazdi, Wolfgang Schloegl +1

The Digital Twin is a well-known concept of industry 4.0 and is the cyber part of a cyber-physical production system providing several benefits such as virtual commissioning or pre…

cs.DC2023

Proof-of-Turn: Blockchain consensus using a round-robin procedure as one possible solution for cutting costs in mobile games

Dominik Braun

This master thesis deals with Blockchain Technology in mobile turn based peer to peer games. First, it investigates the capabilities of Blockchain Technology to be used for gaming…

cs.MA2022★ 4 cited

An Agent-based Realisation for a continuous Model Adaption Approach in intelligent Digital Twins

Daniel Dittler, Peter Lierhammer, Dominik Braun +3

The trend in industrial automation is towards networking, intelligence and autonomy. Digital Twins, which serve as virtual representations, are becoming increasingly important in t…

cs.SE2022★ 3 cited

A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems

Dominik Braun, Timo Müller, Nada Sahlab +3

The creation of a Digital Twin for existing manufacturing systems, so-called brownfield systems, is a challenging task due to the needed expert knowledge about the structure of bro…

eess.SY2022★ 17 cited

Automated data-driven creation of the Digital Twin of a brownfield plant

Dominik Braun, Wolfgang Schloegl, Michael Weyrich

The success of the reconfiguration of existing manufacturing systems, so called brownfield systems, heavily relies on the knowledge about the system. Reconfiguration can be planned…

cs.LG2020★ 65 cited

Transfer Learning as an Enabler of the Intelligent Digital Twin

Benjamin Maschler, Dominik Braun, Nasser Jazdi +1

Digital Twins have been described as beneficial in many areas, such as virtual commissioning, fault prediction or reconfiguration planning. Equipping Digital Twins with artificial…