Publications

Daniel Dittler, Timo Müller, Valentin Stegmaier, Nasser Jazdi, and Michael Weyrich. Anwendungsoptimierte Modelladaption des Digitalen Zwillings eines modularen Produktionssystems während der Betriebsphase. Automation 2022 At: Baden-Baden, Deutschland, Juni, 2022, 2022. [PUMA: 2022ias ias] URL

Andreas Löcklin, Falk Dettinger, Maurice Artelt, Nasser Jazdi, and Michael Weyrich. 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

Daniel Dittler, Pascal Häbig, Gökhan Demirel, Nikola Mößner, Timo Müller, Nasser Jazdi, Kai Hufendiek, and Michael Weyrich. 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

Maleki Samira, Jazdi Nasser, and Ashtari Behrang. 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

Georg Siedel, S. Vock, Andrey Morozov, and S. Voß. 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]

Christof Ebert, Michael Weyrich, Benjamin Lindemann, and Sarada Preethi Chandrasekar. Systematic Testing for Autonomous Driving. ATZ elektronik, vol. 16, no. 3, pp. 26-30, 2021. [PUMA: 2021ias ias] URL

Simon Kamm, Kanuj Sharma, Ingmar Kallfass, Nasser Jazdi, and Michael Weyrich. 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

Georg Siedel, S. Vock, and S. Voß. An overview of the research landscape in the field of safe machine learning. International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]

Y. Ma, A. Morozov, and Sheng Ding. Anomaly Detection for Cyber Physical Systems using Transformers. The International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]

Sheng Ding, A. Morozov, T. Fabarisov, and S. Vock. KrakenBox: Deep Learning based Error Detector for Industrial Cyber-Physical Systems. The International Mechanical Engineering Congress and Exposition, IMECE, 2021. [PUMA: 2021ias ias]

C. Ebert, B. Lindemann, and M. Weyrich. Validation of Autonomous System. OOP, Software Meets Business, Die Konferenz für Software-Architektur, Online, 08-12 Feb. 2021, 2021. [PUMA: 2021ias ias] URL

Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan Christoph Wehrstedt, and Michael Weyrich. 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

Dominik Braun, Behrang Ashtari, and Michael Weyrich. 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

Timo Müller, Benjamin Lindemann, Tobias Jung, Nasser Jazdi, and Michael Weyrich. 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

Simon Kamm, Nasser Jazdi, and Michael Weyrich. 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

Dominik Braun, Florian Biesinger, Nasser Jazdi, and Michael Weyrich. 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]

Andreas Löcklin, Tobias Jung, Nasser Jazdi, Tamás Ruppert, and Michael Weyrich. 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

Dominik Braun, Wolfgang Schloegl, and Michael Weyrich. 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]

Hannes Vietz, Tristan Rauch, Andreas Löcklin, Nasser Jazdi, and Michael Weyrich. 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]

Kanuj Sharma, Simon Kamm, Valentyna Afanasenko, Kevin Muñoz Barón, and Ingmar Kallfass. 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