Digital Twin Technology (IN3450)
| Dates: | 1.11.2023 - 10.12.2023 Monday: 17:30-19:30, Otto Lilienthal-Hörsaal |
| First meeting: | 06.11.2023 |
| ECTS: | 5 |
| Language: | English |
| Type: | Lecture, 2V+1Ü |
| Moodle course: | Check the Moodle course for further information. |
| Registration: | TUM-Online |
| Lecture type: | Monday, Wednesday: presence; Friday: Zoom |
Introduction
This 3SWS Masters’ Level Course offers an insight into the different enabling technologies associated with the development of Digital Twins. The course is modelled as a 2V+ 1U template and follows a L+P (Lecture plus Practical Model)
Pre-requisites:
Students should have an idea of computer architectures and networking, application of computers in industrial automation and a working knowledge of MATLAB/SIMULINK
Grading: Final exam at the end of the block course; a bonus is given for the practicals.
Contents
The lectures shall cover (broadly):
1. Introduction to modern industrial automation and its analysis as a Cyber Physical System
2. Real-time Simulation challenges for such systems and the evolution of digital twins
3. Enabling Technologies in Digital Twins-data driven simulation, estimation techniques etc.
4. Application of AI in development of Digital Twins
5. Scope of High Performance Computing in Development of Digital Twins
The practical modules aim to provide the following exposure:
1. Introduction to modelling of FSMs and Temporal Automata using MATLAB
2. Introduction to MATLAB TRUE-TIME toolset
3. Introduction to MATLAB Parallel Server
4. Introduction to integration of Visualization Tools in MATLAB
A case study: Development of a Digital Twin for an Autonomous Lunar Lander