Michael Weyrich

Autom., November, 2023

Synthetic data generation for the continuous development and testing of autonomous construction machinery.

[BibT_eX]

[DOI]

Autom., November, 2023

A survey on machine learning based analysis of heterogeneous data in industrial automation.

[BibT_eX]

[DOI]

Comput. Ind., August, 2023

Reconfiguration management in manufacturing: A systematic literature review.

[BibT_eX]

[DOI]

Autom., May, 2023

Graph-based association rule learning for context-based health monitoring to enable user-centered assistance.

[BibT_eX]

[DOI]

Nada Sahlab

Iman Sonji

Artif. Intell. Medicine, January, 2023

A Modular System Architecture for an Offshore Off-grid Platform for Climate neutral Power-to-X Production in H2Mare.

[BibT_eX]

[DOI]

CoRR, 2023

Distributed Integration of Electronic Control Units for Automotive OEMs: Challenges, Vision, and Research Directions.

[BibT_eX]

[DOI]

Stefanos Tziampazis

Oliver Kopp

Proceedings of the 20th International Conference on Software Architecture, 2023

Towards autonomous system: flexible modular production system enhanced with large language model agents.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

InteLiv: An Architecture for Graph-Based Dynamic Context Modeling for Smart Living.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

An Architecture for Knowledge Graph based Simulation Support.

[BibT_eX]

[DOI]

Franz Georg Listl

Jan Fischer

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.

[BibT_eX]

[DOI]

Simon Kamm

Paveen Rajai Suthandhira

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Simulation Model Selection Process Using Complexity Measurement.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

Testing Software Systems.

[BibT_eX]

[DOI]

Divith Bajaj

IEEE Softw., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management.

[BibT_eX]

[DOI]

CoRR, 2022

Stuttgart Open Relay Degradation Dataset (SOReDD).

[BibT_eX]

[DOI]

CoRR, 2022

A Knowledge Graph-Based Method for Automating Systematic Literature Reviews.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

An Overview on Designs and Applications of Context-Aware Automation Systems.

[BibT_eX]

[DOI]

Nada Sahlab

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.

[BibT_eX]

[DOI]

Yuchen Xia

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Hannes Vietz

Tristan Rauch

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Deep learning-based 5G indoor positioning in a manufacturing environment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

A Structure of Modelling Depths in Behavior Models for Digital Twins.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Towards Situative Risk Assessment for Industrial Mobile Robots.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection.

[BibT_eX]

[DOI]

Tim Knodel

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.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Ontological Architecture for Knowledge Graphs in Manufacturing and Simulation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sophia Tatiyosyan

CoRR, 2021

Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models.

[BibT_eX]

[DOI]

CoRR, 2021

Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing.

[BibT_eX]

[DOI]

Thi Thu Huong Pham

CoRR, 2021

A survey on anomaly detection for technical systems using LSTM networks.

[BibT_eX]

[DOI]

Comput. Ind., 2021

Industrial autonomous systems: a survey on definitions, characteristics and abilities.

[BibT_eX]

[DOI]

Behrang Ashtari Talkhestani

Timo Müller

Philipp Marks

Autom., 2021

Deep industrial transfer learning at runtime for image recognition.

[BibT_eX]

[DOI]

Simon Kamm

Autom., 2021

Towards establishing formal verification and inductive code synthesis in the PLC domain.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jan Christoph Wehrstedt

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

Knowledge Graphs as Enhancers of Intelligent Digital Twins.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

A Tier-based Model for Realizing Context-Awareness of Digital Twins.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

An Approach for Context-Sensitive Situational Risk Evaluation of Autonomous Systems.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data.

[BibT_eX]

[DOI]

Tim Knodel

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.

[BibT_eX]

[DOI]

Franz Georg Listl

Jan Fischer

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

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

[BibT_eX]

[DOI]

Dominik Braun

Wolfgang Schlögl

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Behrang Ashtari Talkhestani

CoRR, 2020

Transfer Learning as an Enabler of the Intelligent Digital Twin.

[BibT_eX]

[DOI]

CoRR, 2020

Digital Twin of manufacturing systems: a case study on increasing the efficiency of reconfiguration.

[BibT_eX]

[DOI]

Autom., 2020

Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion.

[BibT_eX]

[DOI]

Autom., 2020

Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks.

[BibT_eX]

[DOI]

Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020

A User-Centered Interface Design for a Pill Dispenser.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

System Architectures for Cyber-Physical Production Systems enabling Self-X and Autonomy.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Dynamic Context Modeling for Cyber-Physical Systems Applied to a Pill Dispenser.

[BibT_eX]

[DOI]

Nada Sahlab

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Benjamin Lindemann

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.

[BibT_eX]

[DOI]

Benjamin Lindemann

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Validation of Autonomous Systems.

[BibT_eX]

[DOI]

IEEE Softw., 2019

Flexibles Framework zur Parallelisierung von simulationsbasierten Entwicklungsaufgaben in der Automatisierungstechnik.

[BibT_eX]

[DOI]

Desirée Vögeli

Peter Göhner

Behrang Ashtari Talkhestani

Autom., 2019

An architecture of an Intelligent Digital Twin in a Cyber-Physical Production System.

[BibT_eX]

[DOI]

Autom., 2019

Detektion von Anomalien zur Qualitätssicherung basierend auf Sequence-to-Sequence LSTM Netzen.

[BibT_eX]

[DOI]

Benjamin Lindemann

Nasser Jazdi-Motlagh

Autom., 2019

A formal mapping between OPC UA and the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Development of an Intelligent Pill Dispenser Based on an IoT-Approach.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019

User Centered Design of a Pill Dispenser for the Elderly.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Human Systems Engineering and Design: Future Trends and Applications, 2019

Introduction of Group-Subscriptions for RESTful OPC UA clients in IIoT environments.

[BibT_eX]

[DOI]

Rainer Schiekofer

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Querying OPC UA information models with SPARQL.

[BibT_eX]

[DOI]

Rainer Schiekofer

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

Verifikation verteilter Automatisierungssysteme auf Basis einer Modellkomposition.

[BibT_eX]

[DOI]

Autom., 2018

Intelligent and Distributed Solving of Multiphysics Problems Coordinated by Software Agents - An Intelligent Approach for Decentralized Simulations.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

REST based OPC UA for the IIoT.

[BibT_eX]

[DOI]

Rainer Schiekofer

Andreas Scholz

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Survey on Flexibility and Changeability Indicators of automated Manufacturing Systems.

[BibT_eX]

[DOI]

Philipp Marks

Qiang Yu

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Agent Design Patterns for Assistance Systems in Various Domains - a Survey.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017

Agentenbasierte dynamische Rekonfiguration von vernetzten intelligenten Produktionsanlagen.

[BibT_eX]

[DOI]

Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017

Softwareagenten zur zuverlässigen Durchführung dezentraler multiphysikalischer Simulationen.

[BibT_eX]

[DOI]

Autom., 2017

Modellgetriebene Entwicklung serviceorientierter Anlagensteuerungen.

[BibT_eX]

[DOI]

Jan-Philipp Schmidt

Autom., 2017

Ein agentenbasiertes Assistenzsystem zur dynamischen Zuverlässigkeitsberechnung von cyber-physischen Systemen.

[BibT_eX]

[DOI]

Autom., 2017

Agent-based adaptation of automated manufacturing machines.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Tobias Jung

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.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016

Reference Architectures for the Internet of Things.

[BibT_eX]

[DOI]

IEEE Softw., 2016

A combined fault diagnosis and test case selection assistant for automotive end-of-line test systems.

[BibT_eX]

[DOI]

Sebastian Abele

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Challenges for functional testing of reconfigurable production systems.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Description of an intelligent resource unit for a smart production.

[BibT_eX]

[DOI]

Matthias Klein

Markus Leitzgen

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Systematization approach for the adaptation of manufacturing machines.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Alexander Faul

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.

[BibT_eX]

[DOI]

Sebastian Abele

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015

Towards a novel learning assistant for networked automation systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Cyber Physical Systems, 2015

An assistant for an incremental learning based image processing system.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Test case selection for networked production systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014

Machine-to-Machine Communication.

[BibT_eX]

[DOI]

Jan-Philipp Schmidt

IEEE Softw., 2014

Agent-Based Concepts for Manufacturing Automation.

[BibT_eX]

[DOI]

Peter Göhner

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013

Quality assessment of row crop plants by using a machine vision system.

[BibT_eX]

[DOI]

Matthias Scharf

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.

[BibT_eX]

[DOI]

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Architecture for auto configuration of tools for industrial robots.

[BibT_eX]

[DOI]

Matthias Scharf

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

Concept of a three D.O.F spherical-joint gripper for industrial robots.

[BibT_eX]

[DOI]

Mustafa W. Abdullah

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012

Engineering of automated manufacturing systems with mechatronic objects.

[BibT_eX]

[DOI]

Philipp Klein

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Assisted engineering for mechatronic manufacturing systems based on a modularization concept.

[BibT_eX]

[DOI]

Philipp Klein

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2004

Toward the Knowledge-based Enterprise.

[BibT_eX]

[DOI]

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.

[BibT_eX]

Jing Cai

Ulrich Berger

Proceedings of the Processes and Foundations for Virtual Organizations, 2003

2001

Feature-Based Integration of Product, Process and Resources.

[BibT_eX]

Proceedings of the Feature Based Product Life-Cycle Modelling, 2001

1999

Multimediale Werkzeuge zu 3D-Planung im Maschinen- und Anlagenbau.

[BibT_eX]

[DOI]