Publications

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Pascal Rübel; William Motsch; Alexis T. Bernhard; Simon Jungbluth; Martin Ruskowski
Agent-Based Communication for Fault Diagnosis in Skill-Based Production Environments Using Messages Based on I4.0 Language and Asset Administration Shells
In: Kosmas Alexopoulos; Sotiris Makris; Panagiotis Stavropoulos (Hrsg.). Advances in Artificial Intelligence in Manufacturing II. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2024), Cham, Pages 157-170, ISBN 978-3-031-86489-6, Springer Nature Switzerland, 2025.
Pascal Rübel; William Motsch; Hendrik Schäfer; Martin Ruskowski
On Bringing Fault Detection to Skill-Based Production
In: Achim Wagner; Kosmas Alexopoulos; Sotiris Makris (Hrsg.). Advances in Artificial Intelligence in Manufacturing. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2023), September 19, Kaiserslautern, Germany, Pages 24-34, ISBN 978-3-031-57496-2, Springer Nature Switzerland, 2024.
Mario Klostermeier; Leonhard Kunz; William Motsch; Borys Ioshchikhes; Christiane Plociennik; Martin Ruskowski
Energy Load Profile Analysis and Application for Production Simulation and Scheduling using Energy Load Disaggregation
In: Maike Klein; Daniel Krupka; Cornelia Winter; Martin Gergeleit; Ludger Martin (Hrsg.). INFORMATIK 2024. Pages 1079-1097, ISBN 978-3-88579-746-3, Gesellschaft für Informatik e.V. Bonn, 2024.
William Motsch; Achim Wagner; Martin Ruskowski
Autonomous Agent-Based Adaptation of Energy-Optimized Production Schedules Using Extensive-Form Games
In: Sustainability, Vol. 16, No. 9, Pages 1-30, MDPI, 2024.
Pascal Rübel; Simon Jungbluth; William Motsch; Martin Ruskowski
Automated Communication for Fault Diagnosis in Flexible Production Environments
In: Yi-Chi Wang; Siu Hang Chan; Zih-Huei Wang (Hrsg.). Flexible Automation and Intelligent Manufacturing: Manufacturing Innovation and Preparedness for the Changing World Order. International Conference on Flexible Automation and Intelligent Manufacturing (FAIM-2024), Cham, Pages 185-196, ISBN 978-3-031-74485-3, Springer Nature Switzerland, 2024.
Pascal Rübel; Nastaran Moarefvand; William Motsch; Achim Wagner; Martin Ruskowski
Enabling Fault Diagnosis in Skill-Based Production Environments
In: 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Pages 1-8, IEEE, 2023.
Aleksandr Sidorenko; William Motsch; Michael Van Bekkum; Nikolaos Nikolakis; Kosmas Alexopoulos; Achim Wagner
The MAS4AI framework for human-centered agile and smart manufacturing
In: Frontiers in Artificial Intelligence, Vol. 6, Frontiers Media SA, 2023.
William Motsch; Vassilios Yfantis; Achim Wagner; Martin Ruskowski
Utilizing Extensive-Form Games for Energy-aware Production Plan Adaptation in Modular Skill-based Production Systems
In: IFAC-PapersOnLine, Vol. 56, No. 2, Pages 2969-2975, Elsevier, 2023.
Alexis T. Bernhard; Simon Jungbluth; Ali Karnoub; Aleksandr Sidorenko; William Motsch; Achim Wagner; Martin Ruskowski
I4.0 Holonic Multi-agent Testbed Enabling Shared Production
In: John Soldatos (Hrsg.). Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Chapter 13, I4.0 Holonic Multi-agent Testbed Enabling Shared Production, Pages 231-250, ISBN 978-3-031-46451-5, Springer Nature Switzerland, Cham, 2023.
Vassilios Yfantis; William Motsch; Nico Bach; Achim Wagner; Martin Ruskowski
Optimal Load Control and Scheduling through Distributed Mixed-integer Linear Programming
In: 2022 30th Mediterranean Conference on Control and Automation (MED). Mediterranean Conference on Control and Automation (MED), Pages 920-926, IEEE, 2022.