Michael Weyrich
Orcid: 0000-0003-3176-9288
According to our database1,
Michael Weyrich
authored at least 149 papers
between 1999 and 2025.
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Bibliography
2025
Information Circularity Assistance based on extreme data: Utilizing Artificial Intelligence, Scenario-Technique and Digital Twins to solve challenges of product creation for Circular Economy.
Autom., January, 2025
2024
J. Intell. Manuf., December, 2024
Self-improving situation awareness for human-robot-collaboration using intelligent Digital Twin.
J. Intell. Manuf., June, 2024
Efficient Creation of Behavior Models with Variable Modeling Depths Used in Digital Twins.
CoRR, 2024
A Survey on Performance, Current and Future Usage of Vehicle-To-Everything Communication Standards.
CoRR, 2024
Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility.
CoRR, 2024
CoRR, 2024
Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle.
CoRR, 2024
LLM experiments with simulation: Large Language Model Multi-Agent System for Process Simulation Parametrization in Digital Twins.
CoRR, 2024
CoRR, 2024
Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node.
CoRR, 2024
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, 2024
Knowledge Graphs in the Digital Twin: A Systematic Literature Review About the Combination of Semantic Technologies and Simulation in Industrial Automation.
IEEE Access, 2024
Data Integration for Digital Twins in Industrial Automation: A Systematic Literature Review.
IEEE Access, 2024
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
Proceedings of the IEEE International Systems Conference, 2024
Proceedings of the Intelligent Computing, 2024
Enhance FMEA with Large Language Models for Assisted Risk Management in Technical Processes and Products.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
Automating Software Product Line Adoption Based on Feature Models Using Large Language Models.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
Federated Learning for Comfort Features in Vehicles with Collaborative Sensing: A Review.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
Flexible Co-Simulation Approach for Model Adaption in Digital Twins of Power-to-X Platforms.
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
2023
Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems.
Int. J. Comput. Integr. Manuf., December, 2023
Synthetic data generation for the continuous development and testing of autonomous construction machinery.
Autom., November, 2023
A survey on machine learning based analysis of heterogeneous data in industrial automation.
Comput. Ind., August, 2023
Autom., May, 2023
Graph-based association rule learning for context-based health monitoring to enable user-centered assistance.
Artif. Intell. Medicine, January, 2023
A Modular System Architecture for an Offshore Off-grid Platform for Climate neutral Power-to-X Production in H2Mare.
CoRR, 2023
Distributed Integration of Electronic Control Units for Automotive OEMs: Challenges, Vision, and Research Directions.
Proceedings of the 20th International Conference on Software Architecture, 2023
Towards autonomous system: flexible modular production system enhanced with large language model agents.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Automated Integration of External Data into Digital Twins for Manufacturing Processes.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
A Novel Model Adaption Approach for intelligent Digital Twins of Modular Production Systems.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Dynamic Production Scheduling with Intelligent Products in a Modular Production System.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
2022
An Agent-based Realisation for a continuous Model Adaption Approach in intelligent Digital Twins.
CoRR, 2022
Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management.
CoRR, 2022
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Variant generation of software-defined mechatronic systems in model-based systems engineering.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Synthetic Training Data Generation for Convolutional Neural Networks in Vision Applications.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Efficient Creation of Behavior Models for Digital Twins Exemplified for Vacuum Gripping Systems.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Situation-based Identification of Probable Loss Scenarios of Industrial Mobile Robots.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Trajectory Prediction of Moving Workers for Autonomous Mobile Robots on the Shop Floor.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
A Methodology for classifying Data relevance to utilize external Data Sources in the Digital Twin.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022
2021
Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries.
CoRR, 2021
Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models.
CoRR, 2021
Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems.
CoRR, 2021
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing.
CoRR, 2021
Comput. Ind., 2021
Industrial autonomous systems: a survey on definitions, characteristics and abilities.
Autom., 2021
Towards establishing formal verification and inductive code synthesis in the PLC domain.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021
Decision Support on the Shop Floor Using Digital Twins - Architecture and Functional Components for Simulation-Based Assistance.
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Towards a Simulation-based Conversational Assistant for the Operation and Engineering of Production Plants.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
A Hybrid Modelling Approach for Parameter Estimation of Analytical Reflection Models in the Failure Analysis Process of Semiconductors.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning.
CoRR, 2020
Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration.
Autom., 2020
Autom., 2020
Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020
Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020
System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Digital Twin for Verification and Validation of Industrial Automation Systems - a Survey.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Knowledge Representation in Modeling and Simulation: A survey for the production and logistic domain.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Adaptive Quality Control for discrete large-scale Manufacturing Systems subjected to Disturbances.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020
Anomaly detection and prediction in discrete manufacturing based on cooperative LSTM networks.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
Flexibles Framework zur Parallelisierung von simulationsbasierten Entwicklungsaufgaben in der Automatisierungstechnik.
Autom., 2019
An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System.
Autom., 2019
Detektion von Anomalien zur Qualitätssicherung basierend auf Sequence-to-Sequence LSTM Netzen.
Autom., 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019
Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019
2018
Autom., 2018
Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Survey on Flexibility and Changeability Indicators of automated Manufacturing Systems.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Industrial Application of a MDM-Based Approach for Generation and Impact Analysis of Adaptation Options - a Case Study.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018
A Case Study for a Digital Twin of Body-in-White Production Systems General Concept for Automated Updating of Planning Projects in the Digital Factory.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018
2017
Agentenbasierte dynamische Rekonfiguration von vernetzten intelligenten Produktionsanlagen.
Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017
Softwareagenten zur zuverlässigen Durchführung dezentraler multiphysikalischer Simulationen.
Autom., 2017
Ein agentenbasiertes Assistenzsystem zur dynamischen Zuverlässigkeitsberechnung von cyber-physischen Systemen.
Autom., 2017
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017
A survey on dynamic simulation of automation systems and components in the Internet of Things.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017
Generation and impact analysis of adaptation options for automated manufacturing machines.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017
2016
A combined fault diagnosis and test case selection assistant for automotive end-of-line test systems.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
Approach to interconnect existing industrial automation systems with the Industrial Internet.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
Supporting the regression test of multi-variant systems in distributed production scenarios.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
2015
Proceedings of the Machine Learning for Cyber Physical Systems, 2015
Proceedings of the IEEE International Conference on Industrial Technology, 2015
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015
2014
Proceedings of the Multiagent System Technologies - 12th German Conference, 2014
Co-evolution and reuse of automation control and simulation software: Identification and definition of modification actions and strategies.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014
An adaptive image processing system based on incremental learning for industrial applications.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014
2013
Proceedings of the IECON 2013, 2013
Architecture design of a vision-based intelligent system for automated disassembly of E-waste with a case study of traction batteries.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013
2012
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012
Assisted engineering for mechatronic manufacturing systems based on a modularization concept.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
2011
Identification of mechatronic units based on an example of a flexible customized multi lathe machine tool.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
Mechatronic engineering of novel manufacturing processes implemented by modular and sensor-guided machinery.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011
2004
Proceedings of the Knowledge Sharing in the Integrated Enterprise, 2004
2003
Standardization Of Machining Process Planning In Powertrain Production Using A CAD-Based IT-Tool.
Proceedings of the Processes and Foundations for Virtual Organizations, 2003
2001
Feature-Based Integration of Product, Process and Resources.
Proceedings of the Feature Based Product Life-Cycle Modelling, 2001
1999