Höfgen, Josua;Vogel-Heuser, Birgit;Ji, Fan;Pantförder, Dorothea
From Mental Models to Data-Enriched Knowledge Graphs as a Basis for Operator Assistance
2025 ONCON - The 4th IEEE Industrial Electronics Society Annual Online Conference
2025

Vogel-Heuser, Birgit;Fanti, Maria Pia;Faragasso, Angela
IEEE RAS Summer School on Cooperative Connected and Autonomous Agents [Education]
Robotics & Automation Magazine
2025
32
4
December
124--125

Wen, Ziming;Wilch, Jan;Zhu, Zhiqi;Li, Xiaolin;Vogel-Heuser, Birgit
Alarm Root-Cause Analysis via Sensor--Actuator Relationships Extracted from Control Software
2025 ONCON - The 4th IEEE Industrial Electronics Society Annual Online Conference
2025

Vogel-Heuser, Birgit
Artificial Intelligence and Machine Learning in Automation and for Automated Systems: Balancing Opportunities and Systems Reliability? [Conference Highlights]
Robotics & Automation Magazine
2025
32
4
December
112--113

Wang, Yizhi;Vogel-Heuser, Birgit;Wilch, Jan;Wagner, Cedric;Bremer, Andreas;Weigl, Alexander;Beckert, Bernhard
Leveraging Industrial Automation Boundaries and Regulation for Scope Reduction in Software Validation
IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2025)
2025

Wagner, Cedric;Hujo-Lauer, Dominik;Vogel-Heuser, Birgit
Plug-and-Play PLC-based Monitoring and Outlier Detection for Inline Production Systems via a Generalized Multi-Agent Approach
IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2025)
2025

Cooper, Andrew I.;Courtney, Patrick;Darvish, Kourosh;Eckhoff, Moritz;Fakhruldeen, Hatem;Gabrielli, Andrea;Garg, Animesh;Haddadin, Sami;Harada, Kanako;Hein, Jason;Hübner, Maria;Knobbe, Dennis;Pizzuto, Gabriella;Shkurti, Florian;Shrestha, Ruja;Thurow, Kerstin;Vescovi, Rafael;Vogel-Heuser, Birgit;Wolf, Ád'am;Yoshikawa, Naruki;Zeng, Yan;Zhou, Zhengxue;Zwirnmann, Henning
Accelerating Discovery in Natural Science Laboratories with AI and Robotics: Perspectives and Challenges from the 2024 IEEE ICRA Workshop, Yokohama, Japan
Science Robotics
2025
10
106
Sep
1--19

Vieres, Alexander;Krüger, Marius;Hujo-Lauer, Dominik;Cha, Suhyun;Waterman, Daniel;Kerausch, Cornelia;Prinz, Theresa;Pohl, Daniel;Vogel-Heuser, Birgit
Estimating the Parameters of Superposed Oscillations of Mobile Construction Machines like Diaphragm Wall Hydraulic Grabs
2025 IEEE 21st International Conference on Automation Science and Engineering
2025

Benfer, Achim;Hujo-Lauer, Dominik;Krüger, Marius;Land, Kathrin;Lechner, Michael;Merklein, Marion;Vogel-Heuser, Birgit
Using Style Transfer to Leverage Synthetic Data for Machine Learning-Based Quality Inspection in Forming Processes
21st IEEE International Conference on Automation Science and Engineering (CASE 2025)
2025

Hujo-Lauer, Dominik;Krüger, Marius;Land, Kathrin;Sack, Richard;Prinz, Theresa;Cha, Suhyun;Waterman, Daniel;Kerausch, Cornelia;Vogel-Heuser, Birgit
Design Patterns for Multi-Agent Systems in Intelligent Mobile Construction Machines
21st IEEE International Conference on Automation Science and Engineering (CASE 2025)
2025