442 citations · 902 across the 47 of their papers we have counts for
10 papers · 1 filter
Efficient Creation of Behavior Models with Variable Modeling Depths Used in Digital Twins
Valentin Stegmaier, Walter Schaaf, Nasser Jazdi +1
Behavior models form an integral component of Digital Twins. The specific characteristics of these models may vary depending on the use case. One of these key characteristics is th…
A Survey on Performance, Current and Future Usage of Vehicle-To-Everything Communication Standards
Falk Dettinger, Matthias Weiß, Daniel Dittler +3
Wireless communication between road users is essential for environmental perception, reasoning, and mission planning to enable fully autonomous vehicles, and thus improve road safe…
Control Industrial Automation System with Large Language Model Agents
Yuchen Xia, Nasser Jazdi, Jize Zhang +2
Traditional industrial automation systems require specialized expertise to operate and complex reprogramming to adapt to new processes. Large language models offer the intelligence…
Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility
Yuchen Xia, Jize Zhang, Nasser Jazdi +1
This paper introduces a novel approach to integrating large language model (LLM) agents into automated production systems, aimed at enhancing task automation and flexibility. We or…
Tackling Erosion in Variant-Rich Software Systems: Challenges and Approaches
Johannes Stümpfle, Nasser Jazdi, Michael Weyrich
Software product lines (SPL) have emerged as a pivotal paradigm in software engineering, enabling the efficient development of variant-rich software systems. Consistently updating…
Knowledge Graphs in the Digital Twin: A Systematic Literature Review About the Combination of Semantic Technologies and Simulation in Industrial Automation
Franz Georg Listl, Daniel Dittler, Gary Hildebrandt +3
The ongoing digitization of the industrial sector has reached a pivotal juncture with the emergence of Digital Twins, offering a digital representation of physical assets and proce…
Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle
Daniel Dittler, Valentin Stegmaier, Nasser Jazdi +1
The concept of the Digital Twin, which in the context of this paper is the virtual representation of a production system or its components, can be used as a "digital playground" to…
LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins
Yuchen Xia, Daniel Dittler, Nasser Jazdi +2
This paper presents a novel design of a multi-agent system framework that applies large language models (LLMs) to automate the parametrization of simulation models in digital twins…
Simulating Cloud Environments of Connected Vehicles for Anomaly Detection
M. Weiß, J. Stümpfle, F. Dettinger +2
The emergence of connected vehicles is driven by increasing customer and regulatory demands. To meet these, more complex software applications, some of which require service-based…
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0
Yuchen Xia, Zhewen Xiao, Nasser Jazdi +1
This research introduces a novel approach for achieving semantic interoperability in digital twins and assisting the creation of Asset Administration Shell (AAS) as digital twin mo…