Michael Weyrich

188 papers A 1B 3C 80Journal 74Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Efficient Noise Injection Methodology for Sample and Hold Circuits in AMS Behavioral Models. LASCAS Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov
2025	J	`jnl`	A Concept for Autonomous Problem-Solving in Intralogistics Scenarios. CoRR Johannes Sigel, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2025	—	`conf`	A Framework for Interoperability in Software Defined Vehicles using Asset Administration Shells. ICPS Akshay Narla, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2025	C	`conf`	A Review on Anomaly Detection for Connected Vehicles Using Deep Reinforcement Learning. ETFA Matthias Weiß, Friedrich Sautter, Maurice Artelt, Philipp Grimmeisen, Nasser Jazdi, Michael Weyrich
2025	—	`conf`	Advanced Strategies for Uncertainty-Guided Live Measurement Sequencing in Fast, Robust SAR ADC Linearity Testing. ATS Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov
2025	J	`jnl`	Advanced Strategies for Uncertainty-Guided Live Measurement Sequencing in Fast, Robust SAR ADC Linearity Testing. CoRR Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov
2025	C	`conf`	An Architecture for Integrating Large Language Models with Digital Twins and Automation Systems. ETFA Yuchen Xia, Nasser Jazdi, Michael Weyrich
2025	J	`jnl`	An Expert Survey on Models and Digital Twins. CoRR Jonathan Tobias Reif, Daniel Dittler, Milapji Singh Gill, Tamás Farkas, Valentin Stegmaier, Felix Gehlhoff, Tobias Kleinert, Michael Weyrich
2025	J	`jnl`	An OpenSource CI/CD Pipeline for Variant-Rich Software-Defined Vehicles. CoRR Matthias Weiß, Anish Navalgund, Johannes Stümpfle, Falk Dettinger, Michael Weyrich
2025	J	`jnl`	Communication Architecture for Autonomous Power-to-X Platforms: Enhancing Inspection and Operation With Legged Robots and 5G. CoRR Peter Frank, Falk Dettinger, Daniel Dittler, Pascal Häbig, Nasser Jazdi, Kai Hufendiek, Michael Weyrich
2025	C	`conf`	Control Industrial Automation System with Large Language Model Agents. ETFA Yuchen Xia, Nasser Jazdi, Jize Zhang, Chaitanya Shah, Michael Weyrich
2025	J	`jnl`	DSL4DPiFS - a graphical notation to model data pipeline deployment in forming systems. Autom. Birgit Vogel-Heuser, Mingxi Zhang, Marius Krüger, Alejandra Vicaria, Markus Gardill, Yuyao Jiang, Ansgar Trächtler, Henning Peters, Mathias Liewald, Adrian Schenek, Pascal Heinzelmann, Michael Weyrich
2025	J	`jnl`	Directives for Function Offloading in 5G Networks Based on a Performance Characteristics Analysis. CoRR Falk Dettinger, Matthias Weiß, Daniel Baumann, Martin Sommer, Michael Weyrich
2025	J	`jnl`	Enhancing FEA sheet metal forming simulations through 3D geometric data-driven surrogate modeling. Autom. Sebastian Baum, Pascal Heinzelmann, Mathias Liewald, Michael Weyrich
2025	J	`jnl`	FedMultiEmo: Real-Time Emotion Recognition via Multimodal Federated Learning. CoRR Baran Can Gül, Suraksha Nadig, Stefanos Tziampazis, Nasser Jazdi, Michael Weyrich
2025	J	`jnl`	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. Iris Graessler, Michael Weyrich, Jens Pottebaum, Simon Kamm
2025	B	`conf`	Large Language Model assisted Transformation of Software Variants into a Software Product Line. ICSR Johannes Stümpfle, Devansh Atray, Nasser Jazdi, Michael Weyrich
2025	C	`conf`	Model-Based Control for Power-to-X Platforms: Knowledge Integration for Digital Twins. ETFA Daniel Dittler, Peter Frank, Gary Hildebrandt, Luisa Peterson, Nasser Jazdi, Michael Weyrich
2025	J	`jnl`	Model-Based Control for Power-to-X Platforms: Knowledge Integration for Digital Twins. CoRR Daniel Dittler, Peter Frank, Gary Hildebrandt, Luisa Peterson, Nasser Jazdi, Michael Weyrich
2025	J	`jnl`	OracleFed: Latency-Aware Federated Learning via Dynamic Recovery and Causal Aggregation. IEEE Access Stefanos Tziampazis, Baran Can Gül, Nasser Jazdi, Michael Weyrich
2025	C	`conf`	Requirements on Data Processing for Simulation Models in connected Industrial Digital Twins. ETFA Gary Hildebrandt, Rainer Drath, Michael Weyrich
2025	J	`jnl`	SDVDiag: A Modular Platform for the Diagnosis of Connected Vehicle Functions. CoRR Matthias Weiß, Falk Dettinger, Michael Weyrich
2025	—	`conf`	Situation Awareness for Intelligent Data Distribution in Connected Vehicles. VTC2025-Spring Falk Dettinger, Akshay Narla, Michael Weyrich
2025	—	`conf`	Speed Things Up: Leveraging GPU Processing Capabilities for Faster Sampling of Software Product Lines. SPLC (A) Lennard Hettich, Johannes Stümpfle, Nasser Jazdi, Michael Weyrich
2025	C	`conf`	SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization. ETFA Baran Can Gül, Stefanos Tziampazis, Nasser Jazdi, Michael Weyrich
2025	J	`jnl`	SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization. CoRR Baran Can Gül, Stefanos Tziampazis, Nasser Jazdi, Michael Weyrich
2025	A	`conf`	Uncertainty-Guided Live Measurement Sequencing for Fast SAR ADC Linearity Testing. ICCAD Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov
2025	J	`jnl`	Uncertainty-Guided Live Measurement Sequencing for Fast SAR ADC Linearity Testing. CoRR Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov
2025	—	`conf`	Vehicle Function Offloading: Finding the Optimal Cloud/Edge Application Model (OptiCAM). FICC (1) Jan Ruhnau, Martin Sommer, Falk Dettinger, David Kraus, Steffen Becker, Eric Sax, Michael Weyrich
2024	J	`jnl`	A Survey on Performance, Current and Future Usage of Vehicle-To-Everything Communication Standards. CoRR Falk Dettinger, Matthias Weiß, Daniel Dittler, Johannes Stümpfle, Maurice Artelt, Michael Weyrich
2024	C	`conf`	A survey about self-adaptive anomaly-detection in software-defined systems. IECON Matthias Weiß, Stefan Thich, Maurice Artelt, Michael Weyrich
2024	C	`conf`	Automating Software Product Line Adoption Based on Feature Models Using Large Language Models. ETFA Johannes Stümpfle, Sebastian Baum, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2024	—	`conf`	Connected Vehicle: Ontology, Taxonomy and Use Cases. SysCon Daniel Baumann, Martin Sommer, Falk Dettinger, Tobias Rösch, Michael Weyrich, Eric Sax
2024	J	`jnl`	Control Industrial Automation System with Large Language Models. CoRR Yuchen Xia, Nasser Jazdi, Jize Zhang, Chaitanya Shah, Michael Weyrich
2024	J	`jnl`	Data Integration for Digital Twins in Industrial Automation: A Systematic Literature Review. IEEE Access Gary Hildebrandt, Daniel Dittler, Pascal Habiger, Rainer Drath, Michael Weyrich
2024	J	`jnl`	Efficient Creation of Behavior Models with Variable Modeling Depths Used in Digital Twins. CoRR Valentin Stegmaier, Walter Schaaf, Nasser Jazdi, Michael Weyrich
2024	C	`conf`	Enhance FMEA with Large Language Models for Assisted Risk Management in Technical Processes and Products. ETFA Yuchen Xia, Nasser Jazdi, Michael Weyrich
2024	C	`conf`	Federated Learning for Comfort Features in Vehicles with Collaborative Sensing: A Review. ETFA Baran Can Gül, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2024	C	`conf`	Flexible Co-Simulation Approach for Model Adaption in Digital Twins of Power-to-X Platforms. ETFA Daniel Dittler, David Stauss, Philipp Rentschler, Johannes Stümpfle, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	From framework to industrial implementation: the digital twin in process planning. J. Intell. Manuf. Sarah Wagner, Clemens Gonnermann, Marc Wegmann, Franz Georg Listl, Gunther Reinhart, Michael Weyrich
2024	—	`conf`	Future Use Cases for Vehicular Communication based on Connected Functions. VTC Fall Falk Dettinger, Matthias Weiß, Michael Weyrich
2024	J	`jnl`	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 Yuchen Xia, Zhewen Xiao, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Generation of Asset Administration Shell with Large Language Model Agents: Interoperability in Digital Twins with Semantic Node. CoRR Yuchen Xia, Zhewen Xiao, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Hints for Generative AI Software Development. IEEE Softw. Christof Ebert, John Pravin Arockiasamy, Lennard Hettich, Michael Weyrich
2024	J	`jnl`	Illustrating the benefits of efficient creation and adaption of behavior models in intelligent Digital Twins over the machine life cycle. CoRR Daniel Dittler, Valentin Stegmaier, Nasser Jazdi, Michael Weyrich
2024	C	`conf`	Image and Inspection Data Analysis to Group Electrical Components for Correlation With Remaining Useful Life. IECON Maurice Artelt, Simon Kamm, Veronika Pavlova, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility. CoRR Yuchen Xia, Jize Zhang, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Knowledge Graphs in the Digital Twin: A Systematic Literature Review About the Combination of Semantic Technologies and Simulation in Industrial Automation. IEEE Access Franz Georg Listl, Daniel Dittler, Gary Hildebrandt, Valentin Stegmaier, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Knowledge Graphs in the Digital Twin: A Systematic Literature Review About the Combination of Semantic Technologies and Simulation in Industrial Automation. CoRR Franz Georg Listl, Daniel Dittler, Gary Hildebrandt, Valentin Stegmaier, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	LLM experiments with simulation: Large Language Model Multi-Agent System for Process Simulation Parametrization in Digital Twins. CoRR Yuchen Xia, Daniel Dittler, Nasser Jazdi, Haonan Chen, Michael Weyrich
2024	C	`conf`	LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins. ETFA Yuchen Xia, Daniel Dittler, Nasser Jazdi, Haonan Chen, Michael Weyrich
2024	C	`conf`	Personalized Comfort Features in Software-defined Vehicles Using Federated Learning. ETFA Baran Can Gül, Neeharika Devarakonda, Nasser Jazdi, Michael Weyrich
2024	—	`conf`	Process for the Identification of Vehicle Functions for Cloud Offloading. SAI (2) Martin Sommer, Daniel Baumann, Tobias Rösch, Falk Dettinger, Eric Sax, Michael Weyrich
2024	J	`jnl`	Self-improving situation awareness for human-robot-collaboration using intelligent Digital Twin. J. Intell. Manuf. Manuel Müller, Tamás Ruppert, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Simulating Cloud Environments of Connected Vehicles for Anomaly Detection. CoRR Matthias Weiss, Johannes Stümpfle, Falk Dettinger, Nasser Jazdi, Michael Weyrich
2024	J	`jnl`	Tackling Erosion in Variant-Rich Software Systems: Challenges and Approaches. CoRR Johannes Stümpfle, Nasser Jazdi, Michael Weyrich
2023	J	`jnl`	A Modular System Architecture for an Offshore Off-grid Platform for Climate neutral Power-to-X Production in H2Mare. CoRR Pascal Häbig, Daniel Dittler, Maximilian Fey, Timo Müller, Nikola Mößner, Nasser Jazdi, Michael Weyrich, Kai Hufendiek
2023	C	`conf`	A Novel Architecture for Robust and Adaptive Machine Learning Using Heterogeneous Data in Condition Monitoring of Automation Systems. ETFA Simon Kamm, Paveen Rajai Suthandhira, Nasser Jazdi, Michael Weyrich
2023	C	`conf`	A Novel Model Adaption Approach for intelligent Digital Twins of Modular Production Systems. ETFA Daniel Dittler, Peter Lierhammer, Dominik Braun, Timo Müller, Nasser Jazdi, Michael Weyrich
2023	J	`jnl`	A survey on machine learning based analysis of heterogeneous data in industrial automation. Comput. Ind. Simon Kamm, Sushma Sri Veekati, Timo Müller, Nasser Jazdi, Michael Weyrich
2023	C	`conf`	An Architecture for Knowledge Graph based Simulation Support. ETFA Franz Georg Listl, Jan Fischer, Michael Weyrich
2023	J	`jnl`	Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems. Int. J. Comput. Integr. Manuf. Timo Müller, Simon Kamm, Andreas Löcklin, Dustin White, Marius Mellinger, Nasser Jazdi, Michael Weyrich
2023	C	`conf`	Automated Integration of External Data into Digital Twins for Manufacturing Processes. ETFA Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Rainer Drath, Michael Weyrich
2023	C	`conf`	Continuous Analysis and Optimization of Vehicle Software Updates using the Intelligent Digital Twin. ETFA Matthias Weiß, Manuel Müller, Falk Dettinger, Nasser Jazdi, Michael Weyrich
2023	—	`conf`	Distributed Integration of Electronic Control Units for Automotive OEMs: Challenges, Vision, and Research Directions. ICSA-C Stefanos Tziampazis, Oliver Kopp, Michael Weyrich
2023	C	`conf`	Dynamic Production Scheduling with Intelligent Products in a Modular Production System. ETFA Maurice Artelt, Daniel Dittler, Gary Hildebrandt, Dominik Braun, Nasser Jazdi, Michael Weyrich
2023	J	`jnl`	Graph-based association rule learning for context-based health monitoring to enable user-centered assistance. Artif. Intell. Medicine Nada Sahlab, Iman Sonji, Michael Weyrich
2023	C	`conf`	InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living. ETFA Johannes Stümpfle, Nada Sahlab, Simon Kamm, Philipp Grimmeisen, Nasser Jazdi, Michael Weyrich
2023	J	`jnl`	Methods, approaches, and applications in mobile machines. Autom. Birgit Vogel-Heuser, Johannes Fottner, Michael Weyrich
2023	C	`conf`	Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems. ETFA Dominik Braun, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
2023	J	`jnl`	Qualitative and quantitative evaluation of a methodology for the Digital Twin creation of brownfield production systems. CoRR Dominik Braun, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
2023	J	`jnl`	Reconfiguration management in manufacturing: A systematic literature review. Autom. Timo Müller, Birte Caesar, Matthias Weiß, Selma Ferhat, Nada Sahlab, Alexander Fay, Raphaël Oger, Nasser Jazdi, Michael Weyrich
2023	—	`conf`	Simulation Model Selection Process Using Complexity Measurement. CASE Golsa Ghasemi, Mandar Kharde, Manuel Müller, Nasser Jazdi, Michael Weyrich
2023	C	`conf`	Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning. ETFA Hannes Vietz, Manuel Hirth, Sebastian Baum, Michael Weyrich
2023	J	`jnl`	Synthetic data generation for the continuous development and testing of autonomous construction machinery. Autom. Alexander Schuster, Raphael Hagmanns, Iman Sonji, Andreas Löcklin, Janko Petereit, Christof Ebert, Michael Weyrich
2023	C	`conf`	Towards autonomous system: flexible modular production system enhanced with large language model agents. ETFA Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich
2023	J	`jnl`	Towards autonomous system: flexible modular production system enhanced with large language model agents. CoRR Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich
2022	B	`conf`	A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. KES Nada Sahlab, Hesham Kahoul, Nasser Jazdi, Michael Weyrich
2022	J	`jnl`	A Knowledge Graph-Based Method for Automating Systematic Literature Reviews. CoRR Nada Sahlab, Hesham Kahoul, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	A Methodology for classifying Data relevance to utilize external Data Sources in the Digital Twin. ETFA Gary Hildebrandt, Pascal Habiger, Daniel Dittler, Mike Barth, Rainer Drath, Michael Weyrich
2022	C	`conf`	A Structure of Modelling Depths in Behavior Models for Digital Twins. ETFA Valentin Stegmaier, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. ETFA Dominik Braun, Timo Müller, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
2022	J	`jnl`	A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. CoRR Dominik Braun, Timo Müller, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
2022	J	`jnl`	An Agent-based Realisation for a continuous Model Adaption Approach in intelligent Digital Twins. CoRR Daniel Dittler, Peter Lierhammer, Dominik Braun, Timo Müller, Nasser Jazdi, Michael Weyrich
2022	B	`conf`	An Overview on Designs and Applications of Context-Aware Automation Systems. KES Nada Sahlab, Nasser Jazdi, Michael Weyrich
2022	J	`jnl`	An Overview on Designs and Applications of Context-Aware Automation Systems. CoRR Nada Sahlab, Nasser Jazdi, Michael Weyrich
2022	J	`jnl`	Automated data-driven creation of the Digital Twin of a brownfield plant. CoRR Dominik Braun, Wolfgang Schlögl, Michael Weyrich
2022	C	`conf`	Automated generation of Asset Administration Shell: a transfer learning approach with neural language model and semantic fingerprints. ETFA Yuchen Xia, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems. ETFA Timo Müller, Nada Sahlab, Simon Kamm, Christian Köhler, Dominik Braun, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	Deep learning-based 5G indoor positioning in a manufacturing environment. ETFA Hannes Vietz, Andreas Löcklin, Hamza Ben Haj Ammar, Michael Weyrich
2022	C	`conf`	Efficient Creation of Behavior Models for Digital Twins Exemplified for Vacuum Gripping Systems. ETFA Valentin Stegmaier, Walter Schaaf, Nasser Jazdi, Michael Weyrich
2022	J	`jnl`	Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management. CoRR Timo Müller, Benjamin Maschler, Daniel Dittler, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	Ontological Architecture for Knowledge Graphs in Manufacturing and Simulation. ETFA Franz Georg Listl, Jan Fischer, Annelie Sohr, Stephan Grimm, Michael Weyrich
2022	C	`conf`	Simulation-to-Reality based Transfer Learning for the Failure Analysis of SiC Power Transistors. ETFA Simon Kamm, Sandra Bickelhaupt, Kanuj Sharma, Nasser Jazdi, Ingmar Kallfass, Michael Weyrich
2022	C	`conf`	Situation-based Identification of Probable Loss Scenarios of Industrial Mobile Robots. ETFA Manuel Müller, Nasser Jazdi, Michael Weyrich
2022	J	`jnl`	Stuttgart Open Relay Degradation Dataset (SOReDD). CoRR Benjamin Maschler, Angel Iliev, Thi Thu Huong Pham, Michael Weyrich
2022	C	`conf`	Synthetic Training Data Generation for Convolutional Neural Networks in Vision Applications. ETFA Hannes Vietz, Tristan Rauch, Michael Weyrich
2022	J	`jnl`	Testing Software Systems. IEEE Softw. Christof Ebert, Divith Bajaj, Michael Weyrich
2022	C	`conf`	Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection. ETFA Benjamin Maschler, Tim Knodel, Michael Weyrich
2022	J	`jnl`	Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection. CoRR Benjamin Maschler, Tim Knodel, Michael Weyrich
2022	C	`conf`	Towards Situative Risk Assessment for Industrial Mobile Robots. ETFA Manuel Müller, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	Trajectory Prediction of Moving Workers for Autonomous Mobile Robots on the Shop Floor. ETFA Andreas Löcklin, Maurice Artelt, Tamás Ruppert, Hannes Vietz, Nasser Jazdi, Michael Weyrich
2022	C	`conf`	Variant generation of software-defined mechatronic systems in model-based systems engineering. ETFA Dustin White, Matthias Weiß, Nasser Jazdi, Michael Weyrich
2021	—	`conf`	A Hybrid Modelling Approach for Parameter Estimation of Analytical Reflection Models in the Failure Analysis Process of Semiconductors. CASE Simon Kamm, Kanuj Sharma, Nasser Jazdi, Michael Weyrich
2021	—	`conf`	A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks. CASE Hannes Vietz, Tristan Rauch, Andreas Löcklin, Nasser Jazdi, Michael Weyrich
2021	J	`jnl`	A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks. CoRR Hannes Vietz, Tristan Rauch, Andreas Löcklin, Nasser Jazdi, Michael Weyrich
2021	J	`jnl`	A Survey on Anomaly Detection for Technical Systems using LSTM Networks. CoRR Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich
2021	C	`conf`	A Tier-based Model for Realizing Context-Awareness of Digital Twins. ETFA Nada Sahlab, Dominik Braun, Tobias Jung, Nasser Jazdi, Michael Weyrich
2021	J	`jnl`	A survey on anomaly detection for technical systems using LSTM networks. Comput. Ind. Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich
2021	C	`conf`	An Approach for Context-Sensitive Situational Risk Evaluation of Autonomous Systems. ETFA Manuel Müller, Nasser Jazdi, Michael Weyrich
2021	C	`conf`	Automated data-driven creation of the Digital Twin of a brownfield plant. ETFA Dominik Braun, Wolfgang Schlögl, Michael Weyrich
2021	—	`conf`	Decision Support on the Shop Floor Using Digital Twins - Architecture and Functional Components for Simulation-Based Assistance. APMS (1) Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan Christoph Wehrstedt, Michael Weyrich
2021	J	`jnl`	Deep industrial transfer learning at runtime for image recognition. Autom. Benjamin Maschler, Simon Kamm, Michael Weyrich
2021	J	`jnl`	Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models. CoRR Timo Müller, Benjamin Lindemann, Tobias Jung, Nasser Jazdi, Michael Weyrich
2021	J	`jnl`	Industrial autonomous systems: a survey on definitions, characteristics and abilities. Autom. Manuel Müller, Timo Müller, Behrang Ashtari Talkhestani, Philipp Marks, Nasser Jazdi, Michael Weyrich
2021	—	`conf`	Knowledge Graphs as Enhancers of Intelligent Digital Twins. ICPS Nada Sahlab, Simon Kamm, Timo Müller, Nasser Jazdi, Michael Weyrich
2021	J	`jnl`	Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing. CoRR Benjamin Maschler, Thi Thu Huong Pham, Michael Weyrich
2021	J	`jnl`	Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries. CoRR Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich
2021	C	`conf`	Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data. ETFA Benjamin Maschler, Tim Knodel, Michael Weyrich
2021	J	`jnl`	Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data. CoRR Benjamin Maschler, Tim Knodel, Michael Weyrich
2021	C	`conf`	Towards a Simulation-based Conversational Assistant for the Operation and Engineering of Production Plants. ETFA Franz Georg Listl, Jan Fischer, Michael Weyrich
2021	C	`conf`	Towards establishing formal verification and inductive code synthesis in the PLC domain. INDIN Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich
2021	J	`jnl`	Towards establishing formal verification and inductive code synthesis in the PLC domain. CoRR Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich
2021	J	`jnl`	Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems. CoRR Benjamin Maschler, Timo Müller, Andreas Löcklin, Michael Weyrich
2020	—	`conf`	A User-Centered Interface Design for a Pill Dispenser. GCCE Nada Sahlab, Laura Wiebelitz, Peter Schmid, Florian Reichelt, Nasser Jazdi, Michael Weyrich, Thomas Maier
2020	C	`conf`	Adaptive Quality Control for discrete large-scale Manufacturing Systems subjected to Disturbances. ETFA Benjamin Lindemann, Nasser Jazdi, Michael Weyrich
2020	—	`conf`	Anomaly detection and prediction in discrete manufacturing based on cooperative LSTM networks. CASE Benjamin Lindemann, Nasser Jazdi, Michael Weyrich
2020	C	`conf`	Continual Learning of Fault Prediction for Turbofan Engines using Deep Learning with Elastic Weight Consolidation. ETFA Benjamin Maschler, Hannes Vietz, Nasser Jazdi, Michael Weyrich
2020	J	`jnl`	Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning. CoRR Benjamin Maschler, Michael Weyrich
2020	C	`conf`	Digital Twin for Verification and Validation of Industrial Automation Systems - a Survey. ETFA Andreas Löcklin, Manuel Müller, Tobias Jung, Nasser Jazdi, Dustin White, Michael Weyrich
2020	J	`jnl`	Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration. Autom. Behrang Ashtari Talkhestani, Michael Weyrich
2020	C	`conf`	Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser. ETFA Nada Sahlab, Nasser Jazdi, Michael Weyrich
2020	J	`jnl`	Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion. Autom. Marco Grochowski, Hendrik Simon, Dimitri Bohlender, Stefan Kowalewski, Andreas Löcklin, Timo Müller, Nasser Jazdi, Andreas Zeller, Michael Weyrich
2020	C	`conf`	Knowledge Representation in Modeling and Simulation: A survey for the production and logistic domain. ETFA Franz Georg Listl, Jan Fischer, Dagmar Beyer, Michael Weyrich
2020	—	`conf`	Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks. IMBSA Sheng Ding, Andrey Morozov, Silvia Vock, Michael Weyrich, Klaus Janschek
2020	C	`conf`	System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy. ETFA Daniel Stock, Thomas Bauernhansl, Michael Weyrich, Matthias Feurer, Rolf Wutzke
2020	C	`conf`	Trajectory Prediction of Humans in Factories and Warehouses with Real-Time Locating Systems. ETFA Andreas Löcklin, Tamás Ruppert, László Jakab, Robert Libert, Nasser Jazdi, Michael Weyrich
2020	J	`jnl`	Transfer Learning as an Enabler of the Intelligent Digital Twin. CoRR Benjamin Maschler, Dominik Braun, Nasser Jazdi, Michael Weyrich
2019	C	`conf`	A formal mapping between OPC UA and the Semantic Web. INDIN Rainer Schiekofer, Stephan Grimm, Maja Milicic Brandt, Michael Weyrich
2019	J	`jnl`	An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System. Autom. Behrang Ashtari Talkhestani, Tobias Jung, Benjamin Lindemann, Nada Sahlab, Nasser Jazdi, Wolfgang Schlögl, Michael Weyrich
2019	J	`jnl`	Detektion von Anomalien zur Qualitätssicherung basierend auf Sequence-to-Sequence LSTM Netzen. Autom. Benjamin Lindemann, Nasser Jazdi-Motlagh, Michael Weyrich
2019	—	`conf`	Development of an Intelligent Pill Dispenser Based on an IoT-Approach. IHSED Nada Sahlab, Nasser Jazdi, Michael Weyrich, Peter Schmid, Florian Reichelt, Thomas Maier, Gerd Meyer-Philippi, Manfred Matschke, Günther Kalka
2019	J	`jnl`	Flexibles Framework zur Parallelisierung von simulationsbasierten Entwicklungsaufgaben in der Automatisierungstechnik. Autom. Desirée Vögeli, Peter Göhner, Michael Weyrich
2019	C	`conf`	Introduction of Group-Subscriptions for RESTful OPC UA clients in IIoT environments. ETFA Rainer Schiekofer, Michael Weyrich
2019	C	`conf`	Querying OPC UA information models with SPARQL. ETFA Rainer Schiekofer, Michael Weyrich
2019	—	`conf`	User Centered Design of a Pill Dispenser for the Elderly. IHSED Florian Reichelt, Peter Schmid, Thomas Maier, Nada Sahlab, Nasser Jazdi-Motlagh, Michael Weyrich, Gerd Meyer-Philippi, Günther Kalka, Manfred Matschke
2019	J	`jnl`	Validation of Autonomous Systems. IEEE Softw. Christof Ebert, Michael Weyrich
2018	C	`conf`	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. ETFA Florian Biesinger, Davis Meike, Benedikt Kras, Michael Weyrich
2018	—	`conf`	Agent Design Patterns for Assistance Systems in Various Domains - a Survey. CASE Philipp Marks, Timo Müller, Desirée Vögeli, Tobias Jung, Nasser Jazdi, Michael Weyrich
2018	C	`conf`	Industrial Application of a MDM-Based Approach for Generation and Impact Analysis of Adaptation Options - a Case Study. ETFA Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich
2018	—	`conf`	Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations. ICAART (1) Desirée Vögeli, Sebastian Grabmaier, Matthias Jüttner, Michael Weyrich, Peter Göhner, Wolfgang M. Rucker
2018	C	`conf`	REST based OPC UA for the IIoT. ETFA Rainer Schiekofer, Andreas Scholz, Michael Weyrich
2018	C	`conf`	Survey on Flexibility and Changeability Indicators of automated Manufacturing Systems. ETFA Philipp Marks, Qiang Yu, Michael Weyrich
2018	J	`jnl`	Verifikation verteilter Automatisierungssysteme auf Basis einer Modellkomposition. Autom. Andreas Zeller, Nasser Jazdi, Michael Weyrich
2017	C	`conf`	A survey on dynamic simulation of automation systems and components in the Internet of Things. ETFA Tobias Jung, Nasser Jazdi, Michael Weyrich
2017	C	`conf`	Agent-based adaptation of automated manufacturing machines. ETFA Philipp Marks, Michael Weyrich, Xuan Luu Hoang, Alexander Fay
2017	—	`ch.`	Agentenbasierte dynamische Rekonfiguration von vernetzten intelligenten Produktionsanlagen. Handbuch Industrie 4.0 (2) Dorothea Pantförder, Felix Mayer, Christian Diedrich, Peter Göhner, Michael Weyrich, Birgit Vogel-Heuser
2017	J	`jnl`	Ein agentenbasiertes Assistenzsystem zur dynamischen Zuverlässigkeitsberechnung von cyber-physischen Systemen. Autom. Nasser Jazdi-Motlagh, Philipp Marks, Aristides Aivaliotis, Michael Weyrich
2017	C	`conf`	Generation and impact analysis of adaptation options for automated manufacturing machines. ETFA Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich
2017	J	`jnl`	Modellgetriebene Entwicklung serviceorientierter Anlagensteuerungen. Autom. Jan-Philipp Schmidt, Andreas Zeller, Michael Weyrich
2017	J	`jnl`	Softwareagenten zur zuverlässigen Durchführung dezentraler multiphysikalischer Simulationen. Autom. Desirée Vögeli, Nasser Jazdi, Sebastian Grabmaier, Matthias Jüttner, Michael Weyrich, Peter Göhner, Wolfgang M. Rucker
2016	C	`conf`	A combined fault diagnosis and test case selection assistant for automotive end-of-line test systems. INDIN Sebastian Abele, Michael Weyrich
2016	C	`conf`	Approach to interconnect existing industrial automation systems with the Industrial Internet. ETFA Alexander Faul, Nasser Jazdi, Michael Weyrich
2016	C	`conf`	Challenges for functional testing of reconfigurable production systems. ETFA Andreas Zeller, Michael Weyrich
2016	C	`conf`	Description of an intelligent resource unit for a smart production. ETFA Matthias Klein, Markus Leitzgen, Michael Weyrich
2016	J	`jnl`	Reference Architectures for the Internet of Things. IEEE Softw. Michael Weyrich, Christof Ebert
2016	C	`conf`	Supporting the regression test of multi-variant systems in distributed production scenarios. ETFA Sebastian Abele, Michael Weyrich
2016	C	`conf`	Systematization approach for the adaptation of manufacturing machines. ETFA Xuan Luu Hoang, Alexander Fay, Philipp Marks, Michael Weyrich
2015	—	`conf`	An assistant for an incremental learning based image processing system. ICIT Yongheng Wang, Michael Weyrich
2015	C	`conf`	Test case selection for networked production systems. ETFA Andreas Zeller, Michael Weyrich
2015	—	`conf`	Towards a novel learning assistant for networked automation systems. ML4CPS Yongheng Wang, Michael Weyrich
2014	—	`conf`	Agent-Based Concepts for Manufacturing Automation. MATES Peter Göhner, Michael Weyrich
2014	C	`conf`	An adaptive image processing system based on incremental learning for industrial applications. ETFA Yongheng Wang, Michael Weyrich
2014	C	`conf`	Co-evolution and reuse of automation control and simulation software: Identification and definition of modification actions and strategies. IECON Christoph Legat, Frank Steden, Stefan Feldmann, Michael Weyrich, Birgit Vogel-Heuser
2014	J	`jnl`	Machine-to-Machine Communication. IEEE Softw. Michael Weyrich, Jan-Philipp Schmidt, Christof Ebert
2014	—	`ed.`	Multiagent System Technologies - 12th German Conference, MATES 2014, Stuttgart, Germany, September 23-25, 2014. Proceedings MATES Jörg P. Müller, Michael Weyrich, Ana L. C. Bazzan
2013	C	`conf`	Architecture design of a vision-based intelligent system for automated disassembly of E-waste with a case study of traction batteries. ETFA Michael Weyrich, Yongheng Wang
2013	C	`conf`	Architecture for auto configuration of tools for industrial robots. ETFA Michael Weyrich, Matthias Scharf
2013	C	`conf`	Concept of a three D.O.F spherical-joint gripper for industrial robots. ETFA Michael Weyrich, Mustafa W. Abdullah
2013	C	`conf`	Quality assessment of row crop plants by using a machine vision system. IECON Michael Weyrich, Yongheng Wang, Matthias Scharf
2012	C	`conf`	Assisted engineering for mechatronic manufacturing systems based on a modularization concept. ETFA Michael Weyrich, Philipp Klein
2012	C	`conf`	Engineering of automated manufacturing systems with mechatronic objects. IECON Michael Weyrich, Philipp Klein
2011	C	`conf`	Identification of mechatronic units based on an example of a flexible customized multi lathe machine tool. ETFA Michael Weyrich, Frank Steden, Jochen Wolf, Matthias Scharf
2011	C	`conf`	Mechatronic engineering of novel manufacturing processes implemented by modular and sensor-guided machinery. ETFA Michael Weyrich, Philipp Klein, Martin Laurowski, Yongheng Wang
2004	—	`conf`	Toward the Knowledge-based Enterprise. ICEIMT/DIISM Raffaello Lepratti, Jing Cai, Ulrich Berger, Michael Weyrich
2003	C	`conf`	Standardization Of Machining Process Planning In Powertrain Production Using A CAD-Based IT-Tool. PRO-VE Michael Weyrich, Jing Cai, Ulrich Berger
2001	—	`conf`	Feature-Based Integration of Product, Process and Resources. Feature Based Product Life-Cycle Modelling S. Haasis, D. Frank, B. Rommel, Michael Weyrich
1999	—	`—`	Multimediale Werkzeuge zu 3D-Planung im Maschinen- und Anlagenbau. Michael Weyrich