Nonlinear Systems and Control (227-0207)
ANNOUNCEMENTS
- On Friday 24.02.2023, the lecture starts at 13:15 instead of 12:15.
- The lecture and exercise sessions take place in ML E 12.
ORGANISATION
FURTHER INFORMATION
Schedule
- Exercises: Friday 12:15-13:00
- Lectures: Friday 13:15-16:00
Lecture Notes for Spring 2023
You will find the latest version of the lecture notes on the Moodle webpage.
We are constantly working to improve the lecture notes. If you find any errors, or typos, please contact us!
Schedule for Spring 2023
Date | Lectures |
---|---|
24.02.2023 | Intro limit cycles and bifurcations |
03.03.2023 | Local and Global Existence and Uniqueness of ODE Systems |
10.03.2023 | Lyapunov I |
17.03.2023 | Lyapunov II |
24.03.2023 | Dissipativity |
31.03.2023 | Linearization, Integral Control and Gain Scheduling |
21.04.2023 | Feedback Linearization |
28.04.2023 | Sliding Mode Control |
05.05.2023 | Optimal Control |
12.05.2023 | SDRE, nonlinear H–infinity control |
19.05.2023 | Nonlinear MPC |
26.05.2023 | State Estimation |
02.06.2023 | Review Session |
Course material source
The course material can be found in the following reference books:
- "Mathematical System Theory", D. Hinrichsen and A. Pritchard
- Phase Portraints, Robustness of Linear Systems
- Mathematical Modelling
- "Nonlinear Systems", H. Khalil
- ODE Theory
- Lyapunov Stability
- Linearization and Gain Scheduling
- Feedback Linearization
- Sliding Model Control
- "Optimal Control", Frank Lewis and Vassilis Syrmos
- Pontryagin Maximum Principle
- Dynamic Programming
- "Optimal Control and Estimation", Robert Stengel
- Kalman Filter
- Extended Kalman Filter
- Parameter Estimation
- "Applied Nonlinear Control", Jean-Jaques Slotine and Weiping Li
- Sliding Mode Control
- Adaptive Control
- J. W. Helton and M. R. James. A general framework for extending H–infinity control to nonlinear systems. SIAM, 1998.
- A. Isidori. Nonlinear control systems. Springer-Verlag, 3rd edition, 1995.
- James Cloutier. Nonlinear regulation and nonlinear H–infinity control via the state dependent Riccati equation technique Proceedings of First International Conference on Nonlinear Problems in Aviation and Aerospace, Florida, May, 1996.
- C. Mracek. Control designs for the nonlinear benchmark problem via the SDRE method. International Journal of Robust and Nonlinear Control, (8) 401 – 433, 1998.
- A. van der Schaft. L2–Gain and Passivity Techniques in Nonlinear Control, Springer-Verlag, London, 2000.
- J. Willems. Dissipative dynamical systems – Part I: General theory Archive for Rational Mechanics and Analysis,, (45):321–351, 1972.