545-0423/02 – Identification (Iden)

Gurantor department	Department of Economics and Control Systems	Credits	5
Subject guarantor	Ing. Michal Řepka, Ph.D.	Subject version guarantor	Ing. Michal Řepka, Ph.D.
Study level	undergraduate or graduate	Requirement	Compulsory
Year	1	Semester	summer
		Study language	Czech
Year of introduction	2007/2008	Year of cancellation	2015/2016
Intended for the faculties	HGF	Intended for study types	Follow-up Master

Instruction secured by
Login	Name	Tuitor	Teacher giving lectures
REP75	Ing. Michal Řepka, Ph.D.

Extent of instruction for forms of study
Form of study	Way of compl.	Extent
Full-time	Credit and Examination	2+2

Subject aims expressed by acquired skills and competences

The aim of the subject is to meet students of Automatization and Computers in the raw industry with methodics of mathematic models implementing of the continual dynamic systems, including experimental identification.

Teaching methods

Lectures
Individual consultations
Tutorials
Project work

Summary

The course includes ways and methods of mathematical models realization of continuous dynamic systems, including systems of control circuits. It presents approximation methods of dynamic characteristics of systems both in time, as well as in frequency. Beyond deterministic methods provides also approaches of statistical dynamics of systems, correlation analysis.

Compulsory literature:

GRANINO A. KORN: Advanced dynamic-system simulation : model-replication techniques and Monte Carlo simulation. 2007 by John Wiley & Sons, Inc., 240 pages, ISBN 978-0-470-08188-4 NUTARO JAMES J.: Building software for simulation: theory and algorithms with applications in C++. 2011 by John Wiley & Sons, 358 pages, ISBN 978-0-470-41469-9

Recommended literature:

GREBLICKI,W.,PAWLAK,M.: Nonparametric System Identification, Cambridge University Press, 2008, ISBN 978-0-511-53668-7. System Identification Toolbox, The MathWorks, Inc., 2012, http//www.mathworks.com/products/sysid/

Way of continuous check of knowledge in the course of semester

Individually check over the processing of semester works.

E-learning

Other requirements

Individually...more details will be specified during the first lesson.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Deterministic methods of dynamic systems identification 1.1 Methods of unit step response approximation 1.2 Methods of frequency response approximation 2. Non - parameters methods of identification 3. Identification on the base of the harmonic analysis 4. Stochastic and correlation methods of experimental identification 4.1 Correlation methods 4.2 Regression methods 5. Verification and test experiment

Conditions for subject completion

Full-time form (validity from: 2012/2013 Summer semester, validity until: 2015/2016 Summer semester)

Task name	Type of task	Max. number of points (act. for subtasks)	Min. number of points	Max. počet pokusů
Exercises evaluation and Examination	Credit and Examination	100 (100)	51	3
Exercises evaluation	Credit	33 (33)	17	3
Project	Project	33	0	3
Examination	Examination	67 (67)	34	3
Written examination	Written examination	30	0	3
Oral	Oral examination	37	0	3

Mandatory attendence participation:

Show history

Conditions for subject completion and attendance at the exercises within ISP:

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Occurrence in study plans

Academic year	Programme	Branch/spec.	Form	Study language	Tut. centre	Year	Type of duty
2015/2016	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2014/2015	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2013/2014	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2012/2013	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2011/2012	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2010/2011	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2009/2010	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2008/2009	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan
2007/2008	(N2102) Mineral Raw Materials	(3902T006) Automation and Computers in Raw Industry	P	Czech	Ostrava	1	Compulsory	study plan

Occurrence in special blocks

Block name	Academic year	Form of study	Study language	Year	W	S	Type of block	Block owner

Assessment of instruction

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