Engineering Systems Design Analytics and AI, 6.0 credits

Design analytics och AI för tekniska system, 6.0 hp

6FIEI29

Course level

Third-cycle Education

Description

The course is suitable for PhD students with an interest in model-based systems engineering, design analysis and the application of artificial intelligence. The course aims to provide knowledge in methods for analyzing complex systems and modelsand to provide the ability to use different methods in industrial projects.

Open for registration.

Next time the course will be given is 2024 HT1, and HT2, starting September 2024.

DETAILED SCHEDULE

Sept 18. 13-17 (CET). Design analytics I, Axiomatic design, Machine learning in design.

Sept 25. 13-17 (CET). Design analytics II. Sensitivity Analysis, Robustness and functional correlation.

Oct. 2. 13-17 (CET). Machine learning and design space generation I: Subsystem modelling. Regression analysis and Principal Component Analysis

Oct. 9. 13-17 (CET). Machine learning and design space generation II. Principal Component Analysis and Neural Networks. System structures and modelling.

Oct. 16. 13-17 (CET). Information entropy in Design and Optimization.

Oct 30 13-17 (CET). Project presentation.

Schedule is preliminary and may be subject to change.

Application

https://sarc.center/event/engineering-systems-design-analytics-and-ai-6-0-ects/

Contact

Grading

Two-grade scale