Michael Weyrich

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 125

Top Venues

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Manuel Müller, Tamás Ruppert, Nasser Jazdi, Michael Weyrich
Self-improving situation awareness for human-robot-collaboration using intelligent Digital Twin. J. Intell. Manuf. 35 (5) (2024)
Matthias Weiss, Johannes Stümpfle, Falk Dettinger, Nasser Jazdi, Michael Weyrich
Simulating Cloud Environments of Connected Vehicles for Anomaly Detection. CoRR (2024)
Daniel Dittler, Valentin Stegmaier, Nasser Jazdi, Michael Weyrich
Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle. CoRR (2024)
Yuchen Xia, Zhewen Xiao, Nasser Jazdi, Michael Weyrich
Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node. CoRR (2024)
Yuchen Xia, Jize Zhang, Nasser Jazdi, Michael Weyrich
Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility. CoRR (2024)
Yuchen Xia, Daniel Dittler, Nasser Jazdi, Haonan Chen, Michael Weyrich
LLM experiments with simulation: Large Language Model Multi-Agent System for Process Simulation Parametrization in Digital Twins. CoRR (2024)
Yuchen Xia, Zhewen Xiao, Nasser Jazdi, Michael Weyrich
Generation of Asset Administration Shell With Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0. IEEE Access 12 (2024)
Johannes Stümpfle, Nasser Jazdi, Michael Weyrich
Tackling Erosion in Variant-Rich Software Systems: Challenges and Approaches. CoRR (2024)
Franz Georg Listl, Daniel Dittler, Gary Hildebrandt, Valentin Stegmaier, Nasser Jazdi, Michael Weyrich
Knowledge Graphs in the Digital Twin: A Systematic Literature Review About the Combination of Semantic Technologies and Simulation in Industrial Automation. CoRR (2024)
Daniel Baumann, Martin Sommer, Falk Dettinger, Tobias Rösch, Michael Weyrich, Eric Sax
Connected Vehicle: Ontology, Taxonomy and Use Cases. SysCon (2024)
Christof Ebert, John Pravin Arockiasamy, Lennard Hettich, Michael Weyrich
Hints for Generative AI Software Development. IEEE Softw. 41 (5) (2024)
Pascal Häbig, Daniel Dittler, Maximilian Fey, Timo Müller, Nikola Mößner, Nasser Jazdi, Michael Weyrich, Kai Hufendiek
A Modular System Architecture for an Offshore Off-grid Platform for Climate neutral Power-to-X Production in H2Mare. CoRR (2023)
Timo Müller, Simon Kamm, Andreas Löcklin, Dustin White, Marius Mellinger, Nasser Jazdi, Michael Weyrich
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems. Int. J. Comput. Integr. Manuf. 36 (12) (2023)
Daniel Dittler, Peter Lierhammer, Dominik Braun, Timo Müller, Nasser Jazdi, Michael Weyrich
A Novel Model Adaption Approach for intelligent Digital Twins of Modular Production Systems. ETFA (2023)
Hannes Vietz, Manuel Hirth, Sebastian Baum, Michael Weyrich
Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning. ETFA (2023)
Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Rainer Drath, Michael Weyrich
Automated Integration of External Data into Digital Twins for Manufacturing Processes. ETFA (2023)
Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich
Towards autonomous system: flexible modular production system enhanced with large language model agents. CoRR (2023)
Timo Müller, Birte Caesar, Matthias Weiß, Selma Ferhat, Nada Sahlab, Alexander Fay, Raphaël Oger, Nasser Jazdi, Michael Weyrich
Reconfiguration management in manufacturing: A systematic literature review. Autom. 71 (5) (2023)
Maurice Artelt, Daniel Dittler, Gary Hildebrandt, Dominik Braun, Nasser Jazdi, Michael Weyrich
Dynamic Production Scheduling with Intelligent Products in a Modular Production System. ETFA (2023)
Dominik Braun, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems. ETFA (2023)
Nada Sahlab, Iman Sonji, Michael Weyrich
Graph-based association rule learning for context-based health monitoring to enable user-centered assistance. Artif. Intell. Medicine 135 (2023)
Johannes Stümpfle, Nada Sahlab, Simon Kamm, Philipp Grimmeisen, Nasser Jazdi, Michael Weyrich
InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living. ETFA (2023)
Stefanos Tziampazis, Oliver Kopp, Michael Weyrich
Distributed Integration of Electronic Control Units for Automotive OEMs: Challenges, Vision, and Research Directions. ICSA-C (2023)
Franz Georg Listl, Jan Fischer, Michael Weyrich
An Architecture for Knowledge Graph based Simulation Support. ETFA (2023)
Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich
Towards autonomous system: flexible modular production system enhanced with large language model agents. ETFA (2023)
Simon Kamm, Paveen Rajai Suthandhira, Nasser Jazdi, Michael Weyrich
A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems. ETFA (2023)
Birgit Vogel-Heuser, Johannes Fottner, Michael Weyrich
Methods, approaches, and applications in mobile machines. Autom. 71 (11) (2023)
Alexander Schuster, Raphael Hagmanns, Iman Sonji, Andreas Löcklin, Janko Petereit, Christof Ebert, Michael Weyrich
Synthetic data generation for the continuous development and testing of autonomous construction machinery. Autom. 71 (11) (2023)
Dominik Braun, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems. CoRR (2023)
Simon Kamm, Sushma Sri Veekati, Timo Müller, Nasser Jazdi, Michael Weyrich
A survey on machine learning based analysis of heterogeneous data in industrial automation. Comput. Ind. 149 (2023)
Golsa Ghasemi, Mandar Kharde, Manuel Müller, Nasser Jazdi, Michael Weyrich
Simulation Model Selection Process Using Complexity Measurement. CASE (2023)
Matthias Weiß, Manuel Müller, Falk Dettinger, Nasser Jazdi, Michael Weyrich
Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin. ETFA (2023)
Benjamin Maschler, Tim Knodel, Michael Weyrich
Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection. CoRR (2022)
Nada Sahlab, Hesham Kahoul, Nasser Jazdi, Michael Weyrich
A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. KES (2022)
Simon Kamm, Sandra Bickelhaupt, Kanuj Sharma, Nasser Jazdi, Ingmar Kallfass, Michael Weyrich
Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors. ETFA (2022)
Andreas Löcklin, Maurice Artelt, Tamás Ruppert, Hannes Vietz, Nasser Jazdi, Michael Weyrich
Trajectory Prediction of Moving Workers for Autonomous Mobile Robots on the Shop Floor. ETFA (2022)
Manuel Müller, Nasser Jazdi, Michael Weyrich
Towards Situative Risk Assessment for Industrial Mobile Robots. ETFA (2022)
Benjamin Maschler, Tim Knodel, Michael Weyrich
Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection. ETFA (2022)
Valentin Stegmaier, Daniel Dittler, Nasser Jazdi, Michael Weyrich
A Structure of Modelling Depths in Behavior Models for Digital Twins. ETFA (2022)
Dominik Braun, Wolfgang Schlögl, Michael Weyrich
Automated data-driven creation of the Digital Twin of a brownfield plant. CoRR (2022)
Christof Ebert, Divith Bajaj, Michael Weyrich
Testing Software Systems. IEEE Softw. 39 (4) (2022)
Hannes Vietz, Andreas Löcklin, Hamza Ben Haj Ammar, Michael Weyrich
Deep learning-based 5G indoor positioning in a manufacturing environment. ETFA (2022)
Benjamin Maschler, Angel Iliev, Thi Thu Huong Pham, Michael Weyrich
Stuttgart Open Relay Degradation Dataset (SOReDD). CoRR (2022)
Dominik Braun, Timo Müller, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. CoRR (2022)
Nada Sahlab, Nasser Jazdi, Michael Weyrich
An Overview on Designs and Applications of Context-Aware Automation Systems. KES (2022)
Hannes Vietz, Tristan Rauch, Michael Weyrich
Synthetic Training Data Generation for Convolutional Neural Networks in Vision Applications. ETFA (2022)
Nada Sahlab, Nasser Jazdi, Michael Weyrich
An Overview on Designs and Applications of Context-Aware Automation Systems. CoRR (2022)
Dominik Braun, Timo Müller, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. ETFA (2022)
Daniel Dittler, Peter Lierhammer, Dominik Braun, Timo Müller, Nasser Jazdi, Michael Weyrich
An Agent-based Realisation for a continuous Model Adaption Approach in intelligent Digital Twins. CoRR (2022)
Franz Georg Listl, Jan Fischer, Annelie Sohr, Stephan Grimm, Michael Weyrich
Ontological Architecture for Knowledge Graphs in Manufacturing and Simulation. ETFA (2022)
Timo Müller, Benjamin Maschler, Daniel Dittler, Nasser Jazdi, Michael Weyrich
Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management. CoRR (2022)
Nada Sahlab, Hesham Kahoul, Nasser Jazdi, Michael Weyrich
A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. CoRR (2022)
Valentin Stegmaier, Walter Schaaf, Nasser Jazdi, Michael Weyrich
Efficient Creation of Behavior Models for Digital Twins Exemplified for Vacuum Gripping Systems. ETFA (2022)
Yuchen Xia, Nasser Jazdi, Michael Weyrich
Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints. ETFA (2022)
Timo Müller, Nada Sahlab, Simon Kamm, Christian Köhler, Dominik Braun, Nasser Jazdi, Michael Weyrich
Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems. ETFA (2022)
Dustin White, Matthias Weiß, Nasser Jazdi, Michael Weyrich
Variant generation of software-defined mechatronic systems in model-based systems engineering. ETFA (2022)
Manuel Müller, Nasser Jazdi, Michael Weyrich
Situation-based Identification of Probable Loss Scenarios of Industrial Mobile Robots. ETFA (2022)
Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Mike Barth, Rainer Drath, Michael Weyrich
A Methodology for classifying Data relevance to utilize external Data Sources in the Digital Twin. ETFA (2022)
Hannes Vietz, Tristan Rauch, Andreas Löcklin, Nasser Jazdi, Michael Weyrich
A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks. CoRR (2021)
Dominik Braun, Wolfgang Schlögl, Michael Weyrich
Automated data-driven creation of the Digital Twin of a brownfield plant. ETFA (2021)
Timo Müller, Benjamin Lindemann, Tobias Jung, Nasser Jazdi, Michael Weyrich
Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models. CoRR (2021)
Manuel Müller, Timo Müller, Behrang Ashtari Talkhestani, Philipp Marks, Nasser Jazdi, Michael Weyrich
Industrial autonomous systems: a survey on definitions, characteristics and abilities. Autom. 69 (1) (2021)
Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich
Towards establishing formal verification and inductive code synthesis in the PLC domain. INDIN (2021)
Franz Georg Listl, Jan Fischer, Michael Weyrich
Towards a Simulation-based Conversational Assistant for the Operation and Engineering of Production Plants. ETFA (2021)
Manuel Müller, Nasser Jazdi, Michael Weyrich
An Approach for Context-Sensitive Situational Risk Evaluation of Autonomous Systems. ETFA (2021)
Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich
A Survey on Anomaly Detection for Technical Systems using LSTM Networks. CoRR (2021)
Benjamin Maschler, Timo Müller, Andreas Löcklin, Michael Weyrich
Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems. CoRR (2021)
Nada Sahlab, Dominik Braun, Tobias Jung, Nasser Jazdi, Michael Weyrich
A Tier-based Model for Realizing Context-Awareness of Digital Twins. ETFA (2021)
Benjamin Maschler, Tim Knodel, Michael Weyrich
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data. ETFA (2021)
Benjamin Maschler, Thi Thu Huong Pham, Michael Weyrich
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing. CoRR (2021)
Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich
Towards establishing formal verification and inductive code synthesis in the PLC domain. CoRR (2021)
Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan Christoph Wehrstedt, Michael Weyrich
Decision Support on the Shop Floor Using Digital Twins - Architecture and Functional Components for Simulation-Based Assistance. APMS (1) (2021)
Hannes Vietz, Tristan Rauch, Andreas Löcklin, Nasser Jazdi, Michael Weyrich
A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks. CASE (2021)
Benjamin Maschler, Simon Kamm, Michael Weyrich
Deep industrial transfer learning at runtime for image recognition. Autom. 69 (3) (2021)
Benjamin Maschler, Tim Knodel, Michael Weyrich
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data. CoRR (2021)
Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich
A survey on anomaly detection for technical systems using LSTM networks. Comput. Ind. 131 (2021)
Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich
Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries. CoRR (2021)
Simon Kamm, Kanuj Sharma, Nasser Jazdi, Michael Weyrich
A Hybrid Modelling Approach for Parameter Estimation of Analytical Reflection Models in the Failure Analysis Process of Semiconductors. CASE (2021)
Nada Sahlab, Simon Kamm, Timo Müller, Nasser Jazdi, Michael Weyrich
Knowledge Graphs as Enhancers of Intelligent Digital Twins. ICPS (2021)
Benjamin Lindemann, Nasser Jazdi, Michael Weyrich
Anomaly detection and prediction in discrete manufacturing based on cooperative LSTM networks. CASE (2020)
Nada Sahlab, Nasser Jazdi, Michael Weyrich
Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser. ETFA (2020)
Behrang Ashtari Talkhestani, Michael Weyrich
Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration. Autom. 68 (6) (2020)
Andreas Löcklin, Tamás Ruppert, László Jakab, Robert Libert, Nasser Jazdi, Michael Weyrich
Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems. ETFA (2020)
Benjamin Lindemann, Nasser Jazdi, Michael Weyrich
Adaptive Quality Control for discrete large-scale Manufacturing Systems subjected to Disturbances. ETFA (2020)
Marco Grochowski, Hendrik Simon, Dimitri Bohlender, Stefan Kowalewski, Andreas Löcklin, Timo Müller, Nasser Jazdi, Andreas Zeller, Michael Weyrich
Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion. Autom. 68 (1) (2020)
Franz Georg Listl, Jan Fischer, Dagmar Beyer, Michael Weyrich
Knowledge Representation in Modeling and Simulation: A survey for the production and logistic domain. ETFA (2020)
Nada Sahlab, Laura Wiebelitz, Peter Schmid, Florian Reichelt, Nasser Jazdi, Michael Weyrich, Thomas Maier
A User-Centered Interface Design for a Pill Dispenser. GCCE (2020)
Andreas Löcklin, Manuel Müller, Tobias Jung, Nasser Jazdi, Dustin White, Michael Weyrich
Digital Twin for Verification and Validation of Industrial Automation Systems - a Survey. ETFA (2020)
Sheng Ding, Andrey Morozov, Silvia Vock, Michael Weyrich, Klaus Janschek
Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks. IMBSA (2020)
Benjamin Maschler, Michael Weyrich
Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning. CoRR (2020)
Benjamin Maschler, Hannes Vietz, Nasser Jazdi, Michael Weyrich
Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation. ETFA (2020)
Benjamin Maschler, Dominik Braun, Nasser Jazdi, Michael Weyrich
Transfer Learning as an Enabler of the Intelligent Digital Twin. CoRR (2020)
Daniel Stock, Thomas Bauernhansl, Michael Weyrich, Matthias Feurer, Rolf Wutzke
System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy. ETFA (2020)
Behrang Ashtari Talkhestani, Tobias Jung, Benjamin Lindemann, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System. Autom. 67 (9) (2019)
Rainer Schiekofer, Michael Weyrich
Querying OPC UA information models with SPARQL. ETFA (2019)
Benjamin Lindemann, Nasser Jazdi-Motlagh, Michael Weyrich
Detektion von Anomalien zur Qualitätssicherung basierend auf Sequence-to-Sequence LSTM Netzen. Autom. 67 (12) (2019)
Florian Reichelt, Peter Schmid, Thomas Maier, Nada Sahlab, Nasser Jazdi-Motlagh, Michael Weyrich, Gerd Meyer-Philippi, Günther Kalka, Manfred Matschke
User Centered Design of a Pill Dispenser for the Elderly. IHSED (2019)
Rainer Schiekofer, Michael Weyrich
Introduction of Group-Subscriptions for RESTful OPC UA clients in IIoT environments. ETFA (2019)
Desirée Vögeli, Peter Göhner, Michael Weyrich
Flexibles Framework zur Parallelisierung von simulationsbasierten Entwicklungsaufgaben in der Automatisierungstechnik. Autom. 67 (3) (2019)
Rainer Schiekofer, Stephan Grimm, Maja Milicic Brandt, Michael Weyrich
A formal mapping between OPC UA and the Semantic Web. INDIN (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michael Weyrich