638-0011/02 – System Identification ()

Gurantor departmentDepartment of Automation and Computing in IndustryCredits4
Subject guarantorprof. Ing. Milan Vrožina, CSc.Subject version guarantorprof. Ing. Milan Vrožina, CSc.
Study levelundergraduate or graduateRequirementCompulsory
Year3Semestersummer
Study languageCzech
Year of introduction2000/2001Year of cancellation2007/2008
Intended for the facultiesFMTIntended for study typesMaster
Instruction secured by
LoginNameTuitorTeacher giving lectures
DAV47 doc. Ing. Jiří David, Ph.D.
VRO30 prof. Ing. Milan Vrožina, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 3+2
Combined Credit and Examination 24+0

Subject aims expressed by acquired skills and competences

Teaching methods

Summary

Compulsory literature:

Recommended literature:

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Identifikace v procesu poznání a v procesu řízení. 2. Apriorní a aposteriorní informace o identifikovaném systému. 3. Klasifikace metod identifikace, identifikace struktury a parametrů systémů. 4. Identifikace metodou matematicko - fyzikální analýzy. 5. Deterministické metody identifikace, analýza přechodových charakteristik. 6. Identifikace metodou postupné integrace. 7. Určování frekvenčních charakteristik, metody harmonické analýzy 8. Adaptivní metody identifikace. 9. Statistické metody identifikace, popis systémů diferenčními rovnicemi. 10. Náhodné procesy, vlastnosti bílého šumu a pseudonáhodných signálů. 11. Formulace stochastických modelů pomocí chyby rovnice a chyby výstupu. 12. Identifikace lineárních a nelineárních systémů, statistická analýza naměřených údajů. 13. Identifikace metodou korelační analýzy. 14. Identifikace metodou nejmenších čtverců a zobecněnou metodou nejmenších čtverců. 15. Identifikace metodou maximální věrohodnosti.

Conditions for subject completion

Full-time form (validity from: 1960/1961 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 45 (45) 0
                Project Project 30  0
                Other task type Other task type 15  0
        Examination Examination 55 (55) 0
                Written examination Written examination 25  0
                Oral Oral examination 30  0
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2005/2006 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan
2004/2005 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy K Czech Ostrava 3 Compulsory study plan
2004/2005 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan
2003/2004 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy K Czech Ostrava 3 Compulsory study plan
2003/2004 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan
2002/2003 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy K Czech Ostrava 3 Compulsory study plan
2002/2003 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan
2001/2002 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy K Czech Ostrava 3 Compulsory study plan
2001/2002 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan
2000/2001 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy K Czech Ostrava 3 Compulsory study plan
2000/2001 (M2109) Metallurgical Engineering (3902T007) Automation and Computer Techniques in Metalurgy P Czech Ostrava 3 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner