545-0423/02 – Identification (Iden)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantorIng. Michal Řepka, Ph.D.Subject version guarantorIng. Michal Řepka, Ph.D.
Study levelundergraduate or graduate
Study languageCzech
Year of introduction2007/2008Year of cancellation2015/2016
Intended for the facultiesHGFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
REP75 Ing. Michal Řepka, Ph.D.
Extent of instruction for forms of study
Form of studyWay 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

Další požadavky na studenta

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

Conditions for completion are defined only for particular subject version and form of study

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType 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 nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner