638-0803/03 – Modelling and Simulation (MS)

Gurantor departmentDepartment of Automation and Computing in IndustryCredits6
Subject guarantorprof. Ing. Zora Koštialová Jančíková, CSc.Subject version guarantorprof. Ing. Zora Koštialová Jančíková, CSc.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semesterwinter
Study languageCzech
Year of introduction2011/2012Year of cancellation2013/2014
Intended for the facultiesFMTIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
JAN45 prof. Ing. Zora Koštialová Jančíková, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Part-time Credit and Examination 14+0

Subject aims expressed by acquired skills and competences

Student will be able to formulate the basic methods of simulation models realization on the digital computer. Student will get an overview of the basic principles of mathematic-physical modelling, similarity and modelling and of classic and artificial intelligence methods necessary for model realization. Student will be able to create mathematical models of selected real processes with aim of classic simulation programs and with artificial neural networks exploitation

Teaching methods

Lectures
Tutorials

Summary

System modeling according to type of analogy.Analytic and experimental methods for mathematical description determination.System simulation,computer models creation.Software for simulation(SIPRO,SIMULINK).Unconventional modeling – artificial intelligence.Models of neural networks(MATLAB-Neural Network Toolbox,NEUREX).Application of described methods in selected metallurgical processes modeling.

Compulsory literature:

Jančíková, Z..: Modelling and simulation. Learning materials. Ostrava: VŠB-TU Ostrava, 2013. SIMULINK – Dynamic System Simulation for MATLAB. The Math Works, Ing., Natic, MA, JUSA, uživatelská příručka,

Recommended literature:

Jančíková, Z..: Modelling and simulation. Learning materials. Ostrava: VŠB-TU Ostrava, 2013.

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

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Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

Introduction to systems modelling, forms of description of dynamic system. Basic types of modelling (physical, mathematical, cybernetic.) Classification of models according to different viewpoints. Mathematical modelling, analytical and experimental methods of identification of mathematical system description. Simulation of systems, creation of system model, block diagrams. Simulation program SIPRO, SIMULINK,, creation of simulation models. Introduction to similarity and modelling theory, theorems of similarity. Derivation of general criterion equation by analysis of ratio equations. Derivation of general criterion equation using dimensional analysis. Unconventional modelling - artificial intelligence (fuzzy models, artificial neural networks, genetic algorithms). Introduction to neural networks, neuron models, neural network. Learning and generalization of neural networks, learning algorithms. Creation of neural networks models, program NEUREX.

Conditions for subject completion

Part-time form (validity from: 2012/2013 Winter semester, validity until: 2013/2014 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 35  25
        Examination Examination 65  26
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2013/2014 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies P Czech Ostrava 1 Compulsory study plan
2013/2014 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies K Czech Ostrava 1 Compulsory study plan
2012/2013 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies P Czech Ostrava 1 Compulsory study plan
2012/2013 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies K Czech Ostrava 1 Compulsory study plan
2011/2012 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies P Czech Ostrava 1 Compulsory study plan
2011/2012 (N3922) Economics and Management of Industrial Systems (3902T042) Automation and Computing in Industrial Technologies K Czech Ostrava 1 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner