Course - Dynamic Systems and Control - IE500814
Dynamic Systems and Control
Choose study yearLessons are not given in the academic year 2024/2025
About
About the course
Course content
- Modeling of dynamical systems
- Numerical simulation
- State and parameter estimation
- Kalman filter
- State observer
- Fault diagnosis
- Numerical optimization
- Optimization of dynamic systems
- Model predictive control
Learning outcome
Demonstrate knowledge about general and specific theories, challenges, algorithms, methods, technologies, and tools related to modelling, simulation, control, and optimization of dynamic systems.
Learning methods and activities
Lectures, tutorials, and assignments.
Further on evaluation
The portfolio contains assignments that are carried out, digitally documented and submitted during the term. Both individual and team assignments may be given. Assignments are designed to help students achieve specific course learning outcomes, and formative feedback is given during the period of the portfolio. The final grade is based on an overall evaluation of the portfolio, which consists of a number of work delivered through the semester.
Recommended previous knowledge
Courses related to modeling, simulation, optimization, and Control.
Course materials
Lecture notes and videos.
Subject areas
- Multidisciplinary Information and Communication Technology
- Applied and Industrial Mathematics
- Mathematics/Communication Theory