Cognitive Assistants

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1. 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 …

2. 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.

3. 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.

4. 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 …

5. 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, …

6. Simon Komesker; William Motsch; Jens Popper; Aleksandr Sidorenko; Achim Wagner; Martin Ruskowski

   Enabling a Multi-Agent System for Resilient Production Flow in Modular Production Systems

   In: Procedia CIRP, Vol. 107, Pages 991-998, Elsevier, 2022.

7. Simon Jungbluth; Jesko Hermann; William Motsch; Monireh Pourjafarian; Aleksandr Sidorenko; Magnus Volkmann; Kuno Zoltner; Christiane Plociennik; Martin Ruskowski

   Dynamic Replanning using Multi-Agent Systems and Asset Administration Shells

   In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging …

8. William Motsch; Kirill Dorofeev; Kathrin Gerber; Sönke Knoch; Alexander David; Martin Ruskowski

   Concept for Modeling and Usage of Functionally Described Capabilities and Skills

   In: 26th International Conference on Emerging Technologies and Factory Automation. IEEE International Conference on Emerging Technologies and Factory …

9. Jens Popper; William Motsch; Alexander David; Teresa Petzsche; Martin Ruskowski (Hrsg.)

   Utilizing Multi-Agent Deep Reinforcement Learning For Flexible Job Shop Scheduling Under Sustainable Viewpoints

   International Conference on Electrical, Computer, Communications and Mechatronics Engineering, located at 2021 International Conference on Electrical, …

10. William Motsch; Aleksandr Sidorenko; Alexander David; Pascal Rübel; Achim Wagner; Martin Ruskowski

    Electrical Energy Consumption Interface in Modular Skill-Based Production Systems with the Asset Administration Shell

    In: Procedia Manufacturing, Vol. 55, Pages 535-542, Elsevier, 2021.

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