Anwendungsoptimierte Modelladaption des Digitalen Zwillings eines modularen Produktionssystems während der Betriebsphase. Automation 2022 At: Baden-Baden, Deutschland, Juni, 2022, 2022. [PUMA: 2022ias ias] URL
Trajectory Prediction of Workers to Improve AGV and AMR Operation based on the Manufacturing Schedule. Procedia CIRP, Vol. 107, pp. 283-288, Mai, 2022, 2022. [PUMA: 2022ias ias] URL
Digitaler Zwilling für eine modulare Offshore-Plattform: Effizienzsteigerung grüner Power-to-X-Produktionsprozesse. atp magazin, Vol. 63, No. 6-7, pp. 72-80, June 2022, 2022. [PUMA: 2022ias ias] URL
Intelligent Digital Twin in Health Sector: Realization of a Software-Service for Requirements- and Model-based-Systems-Engineering. IFAC-PapersOnLine, Volume 55, Issue 19, Pages 79-84, 2022, 2022. [PUMA: 2022ias ias] URL
Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. The IJCAI-ECAI-22 Workshop on Artificial Intelligence Safety (AISafety), 2022, 2022. [PUMA: 2022ias ias]
Systematic Testing for Autonomous Driving. ATZ elektronik, vol. 16, no. 3, pp. 26-30, 2021. [PUMA: 2021ias ias] URL
Hybrid Modelling for the Failure Analysis of SiC Power Transistors on Time-Domain Reflectometry Data. 2021 IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA), 2021. [PUMA: 2021ias ias] URL
An overview of the research landscape in the field of safe machine learning. International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]
Anomaly Detection for Cyber Physical Systems using Transformers. The International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]
KrakenBox: Deep Learning based Error Detector for Industrial Cyber-Physical Systems. The International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]
Validation of Autonomous System. OOP, Software Meets Business, Die Konferenz für Software-Architektur, Online, 08-12 Feb. 2021, 2021. [PUMA: 2021ias ias] URL
Decision Support on the Shop Floor Using Digital Twins: Architecture and Functional Components for Simulation-Based Assistance. International Conference on Advances in Production Management Systems, (APMS), Nantes, Frances, 5-9 Sept. 2021, published in: Dolgui A., Bernard A., Lemoine D., von Cieminski G., Romero D. (eds) Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilent Production Systems IFIPAICT, vol. 630, pp. 284-292, Springer, Cham, 2021. [PUMA: 2021ias ias] URL
Integration of data and software into the Digital Twin via AML. AutomationML: The Industrial Cookbook, Chapter: 29, pp. 521-538, Juni 2021, Rainer Drath, 2021. [PUMA: 2021ias ias] URL
Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models. 54th CIRP Conference on Manufacturing Systems, Athens, Greece, November 2021, 2021. [PUMA: 2021ias ias] URL
Knowledge Discovery in Heterogeneous and Unstructured Data of Industry 4.0 Systems: Challenges and Approaches. 54th CIRP Conference on Manufacturing Systems, Athen, Greece, September 2021, 2021. [PUMA: 2021ias ias] URL
A concept for the automated layout generation of an existing production line within the Digital Twin. 8th CIRP Conference on Assembly Technology and Systems, 29 September-1 October 2020, Athens, 2021. [PUMA: 2021ias ias]
Architecture of a Human-Digital Twin as Common Interface for Operator 4.0 Applications. Procedia CIRP, Vol. 104, pp. 458-463, September 2021, 2021. [PUMA: 2021ias ias rtls] URL
Automated data-driven creation of the Digital Twin of a brownfield plant. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 07-10 Sept. 2021, Västerås, Sweden, 2021. [PUMA: 2021ias ias]
A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Network. 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Lyon, France, 23-27 August 2021, 2045-2050, 2021. [PUMA: 2021ias ias]
Non-Destructive Failure Analysis of Power Devices via Time- Domain Reflectometry. 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE), Lyon, France, 23-27 August 2021, 423-428, 2021. [PUMA: 2021ias ias] URL