Digital Twin in Engineering and Design
WiSe SWS: 2 ECTS:3 Examination: written(90 min)
Adresse: Technische Universität München Boltzmannstr.15 85748 Garching bei München
Room: MW2050
Time: Wednesday 17:00-18:30 p.m.
Corresponding Moodle-Course (Material) Guest Access Passcode: DiTeD2425
Content
The lecture series “Digital Twin in Engineering and Design” aims to provide an overview of contemporary research topics and practical use cases of digital twins as well as emerging technologies such as multi-agent systems and large language models in engineering and design. Lecturers from different chairs and schools of international universities as well as from industry will provide insights into:
- The diverse aspects and application areas of digital twins, multi-agent systems and large language models from production to robotics, machine tools, logistics and (control) software development.
- (Design) technical challenges associated with the development of standardized digital twin and multi agent systems.
- The potentials of using digital twins, multi-agent systems, large language models and their combinations, from risk analysis prior to plant commissioning to operational collaboration with humans using augmented reality or active usage with an executable digital twin.
Lecture Series "Digital Twin in Engineering und Design"
| Date | Topic(Language) | Lecturer |
| 16/10/2024 | Introduction: DT, MAS and LLM in Engineering and Design (EN) | Prof. Dr. Birgit Vogel-Heuser (Lehrstuhl für Automatisierung und Informationssysteme) |
| 23/10/2024 | Engineering Industry 4.0-compliant LCM-Solutions with Smart AAS-based Digital Twins (EN/DE) | Prof. Dr. Armando Walter Colombo (Hochschule Emden/Leer) |
| 30/10/2024 | Leveraging LLMs for Behavior Tree Generation in Robot Task Planning (EN) | Dr. Fan Wu (TUM RSI) |
| 06/11/2024 | Multi-Agent Oriented Programming (EN) | Prof. Dr. Luis Gustavo Nardin (Ecole des Mines de Saint-Étienne) |
| 13/11/2024 | Digitaler Zwilling in der Fabrikplanung (DE) | Prof. Dr. Rüdiger Daub, Herr Fabian Bermpohl (TUM iwb, Fraunhofer IGCV) |
| 20/11/2024 | Asset Administration Shell – Standardized Digital Twin in Practice (DE) | Herr Bernd Vojanec (Wittenstein SE) |
| 27/11/2024 | Artificial Intelligence of Things in Manufacturing (EN) | Herr Roland Essmann (Honeywell) |
| 04/12/2024 | Vergleich von Digitalen Zwillingen und Agenten in industriellen Anwendungen (DE) | Dr. Felix Gehlhoff (HSU Hamburg) |
| 11/12/2024 | Artificial Intelligence for Autonomous Fault Handling in Industrial Production Systems (EN/DE) | Dr. Kaja Balzereit (Hochschule Bielefeld)
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| 18/12/2024 | Steuerungssoftware 4.0 - die Entwicklung von der SPS hin zu Agenten und Digitalen Zwillingen (DE) | Prof. Dr. Lisa Ollinger (TH Ulm) |
| 08/01/2025 | LLMs und Agenten in der verteilten Smart Factory des Kompetenzzentrums Industrie 4.0 (I4os) (DE) | Prof. Dr. Clemens Westerkamp (Hochschule Osnabrück) |
| 15/01/2025 | From Engineering Models to Digital Twin Systems (EN/DE) | Prof. Dr. Manuel Wimmer (JKU Linz) |
| 22/01/2025 | Foundational Models and Digital Twins (EN/DE) | Dr. Dirk Hartmann (Siemens) |
| 29/01/2025 | LLM-basierten Agenten mit einem Sping Richtung Robotik (EN/DE) | Dr. Felix Ocker (HONDA) |
| 05/02/2025 | Large Language Models for Intelligent Manufacturing: A Generative AI System Framework Based on Intelligent Factory Automation (EN) | Asst. Prof. Yu-Ming Hsieh (NCKU, iMRC) |