Terminated in academic year 2021/2022

System Identification

Type of study	Bachelor
Language of instruction	Czech
Code	638-2012/01
Abbreviation	IS
Course title	System Identification
Credits	4
Coordinating department	Department of Automation and Computing in Industry
Course coordinator	doc. Ing. Jiří David, Ph.D.

Subject syllabus

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.

Literature

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. .

Advised literature

ISERMANN, R. and M. MÜNCHHOF.:Identification of Dynamical Systems: An Introduction with Applications. Springer, 2011. .
SCHOUKENS, J.,‎ R. PINTELON and Y. ROLAIN. Mastering System Identification in 100 Exercises. New Jersey: Wiley-IEEE Press, 2012. .

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