System Identification
| Type of study | Bachelor |
|---|---|
| Language of instruction | Czech |
| Code | 654-2012/01 |
| Abbreviation | IS |
| Course title | System Identification |
| Credits | 5 |
| Coordinating department | Department of Industrial Systems Management |
| Course coordinator | Ing. Ondřej Zimný, Ph.D. |
Osnova předmětu
1. Identification in the process of knowledge and in the process of control.
2. Precarious and aposteriori information about identify system.
3. Classification of mathematical model.
4. Identification of structure and of parameters systems.
5. Identification methods.
6. Identification of method of mathematically- physical analysises.
7. Experimental method identification.
8. Deterministic method identification.
9. Formulation of mathematical description of continuous linear systems.
10.Determination of static and of dynamic feature systems, analysis of transient characteristic.
11. Identification method of gradual integration.
12.Statistical method identification.
13.Description of systems of difference equation, Z transformation
14.Stochastic process, statistical analysis of measured data.
2. Precarious and aposteriori information about identify system.
3. Classification of mathematical model.
4. Identification of structure and of parameters systems.
5. Identification methods.
6. Identification of method of mathematically- physical analysises.
7. Experimental method identification.
8. Deterministic method identification.
9. Formulation of mathematical description of continuous linear systems.
10.Determination of static and of dynamic feature systems, analysis of transient characteristic.
11. Identification method of gradual integration.
12.Statistical method identification.
13.Description of systems of difference equation, Z transformation
14.Stochastic process, statistical analysis of measured data.
E-learning
Povinná literatura
KEESMAN, K. J. System Identification: An Introduction (Advanced Textbooks in Control and Signal Processing). London: Springer/Verlag London Limited, 2011. ISBN: 978-0857295217.
ISERMANN, R and M. MÜNCHHOF. Identification of Dynamic Systems: An Introduction with Applications. Berlin: Springer/Verlag Berlin Heidelberg, 2011. ISBN: 978-3540788782.
LJUNG, L. System Identification: Theory for the User. New Jersey: Prentice hall, 1999. ISBN: 978-0136566953 .
ISERMANN, R and M. MÜNCHHOF. Identification of Dynamic Systems: An Introduction with Applications. Berlin: Springer/Verlag Berlin Heidelberg, 2011. ISBN: 978-3540788782.
LJUNG, L. System Identification: Theory for the User. New Jersey: Prentice hall, 1999. ISBN: 978-0136566953 .