545-0367/03 – Modelling and Simulation (MaS)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantordoc. Ing. Pavel Staša, Ph.D.Subject version guarantordoc. Ing. Pavel Staša, Ph.D.
Study levelundergraduate or graduateRequirementCompulsory
Year1Semesterwinter
Study languageCzech
Year of introduction2007/2008Year of cancellation2020/2021
Intended for the facultiesHGFIntended for study typesFollow-up Master
Instruction secured by
LoginNameTuitorTeacher giving lectures
STA172 doc. Ing. Pavel Staša, Ph.D.
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 6+6

Subject aims expressed by acquired skills and competences

The main goal of the course is to present to students the possibilities of modeling and simulation in the analysis of complex dynamic systems and their processes as well as synthesis of control systems of technological processes. Attantion is also paid to modeling and simulation of fluid flow phenomena based on the CFD program.

Teaching methods

Lectures
Individual consultations
Tutorials
Project work

Summary

The course is a compulsory subject for the branch creating computer models of dynamic systems and programming tools for simulation, in the raw material industry. It contains, among others,: Phase of the Simulation Process, Mathematical Models of Continuous Dynamic Systems, Methodology of Dynamic Mathematical Models Synthesis per Chained Relations, Methods of Computer Models Programming, Sensitivity Analysis of Simulation Model, Simulation systems.

Compulsory literature:

CHEN, Xiaolin a Yijun LIU. Finite element modeling and simulation with ANSYS Workbench. Boca Raton: CRC Press, c2015. ISBN 978-1-4398-7384-7. SOKOLOWSKI, John A. a Catherine M. BANKS, ed. Principles of modeling and simulation: a multidisciplinary approach. Hoboken: Wiley, c2009. ISBN 978-0-470-28943-3. FISHWICK, Paul A. Simulation model design and execution: building digital worlds. Englewood Cliffs, N.J.: Prentice Hall, c1995. ISBN 0-13-098609-7. ROSS, Sheldon M. Simulation. 3rd ed. San Diego: Academic Press, c2002. ISBN 0-12-598053-1.

Recommended literature:

CELLIER,F., KOFMAN,E.: Continuous System Simulation, Springer, 2006, ISBN 978-0-387-26102. VEEKE, Hermanus Petrus Maria. Advanced modeling and simulation for industrial logistics: integrating simulation in logistic design. Saarbrücken: VDM Verlag Dr. Müller, 2009. ISBN 978-3-639-10674-9. DAVIDRAJUH, Reggie. Modeling and simulation of discrete event systems with Petri nets: a hands-on approach with GPenSIM. Saarbrücken: VDM Verlag Dr. Müller, 2009. ISBN 978-3-639-19566-8. ZEIGLER, Bernard P., Herbert PRAEHOFER a Tag Gon KIM. Theory of modeling and simulation: integrating discrete event and continuous complex dynamic systems. 2nd ed. San Diego: Academic Press, c2000. ISBN 0-12-778455-1.

Way of continuous check of knowledge in the course of semester

E-learning

Other requirements

Active participation in tutorials. Students prepare several independent programs to demonstrate their skills and verify their knowledge gained during lessons.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Introduction and definitions of basic concepts 2. The importance of modeling and simulation and the phase of the simulation cycle 3. Identification of systems 4. Mathematical description of continuous dynamic linear members 5. Theoretical computer model     a. Direct programming method     b. Indirect Programming Method     c. Parallel Programming Method 6. Sensitivity analysis 7. Time transformation of the computer model 8. CFD analysis 9. Basic equations of fluid mechanics 10. CFD process 11. Creating the geometry of the computational model 12. Creation of a computing model network 13. Marginal conditions 14. Visualization

Conditions for subject completion

Full-time form (validity from: 2013/2014 Winter semester, validity until: 2020/2021 Summer semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of pointsMax. 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  17 3
                Oral Oral examination 37  17 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 yearProgrammeBranch/spec.Spec.ZaměřeníFormStudy language Tut. centreYearWSType of duty
2019/2020 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
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 (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 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
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T006) Automation and Computers in Raw Industry P Czech Ostrava 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials 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
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 1 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 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

Assessment of instruction



2017/2018 Winter
2016/2017 Winter
2015/2016 Winter
2013/2014 Winter