| Course Unit Code | 545-0367/04 |
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| Number of ECTS Credits Allocated | 5 ECTS credits |
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| Type of Course Unit * | Choice-compulsory type B |
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| Level of Course Unit * | Second Cycle |
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| Year of Study * | Second Year |
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| Semester when the Course Unit is delivered | Summer Semester |
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| Mode of Delivery | Face-to-face |
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| Language of Instruction | Czech |
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| Prerequisites and Co-Requisites | Course succeeds to compulsory courses of previous semester |
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| Name of Lecturer(s) | Personal ID | Name |
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| SVU008 | Ing. Jiří Švub, Ph.D. |
| STA172 | doc. Ing. Pavel Staša, Ph.D. |
| Summary |
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| 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. |
| Learning Outcomes of the Course Unit |
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| 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. |
| Course Contents |
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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
6. Sensitivity analysis
7. CFD analysis
8. Basic equations of fluid mechanics
9. CFD process
10. Creating the geometry of the computational model
11. Creation of a computing model network
12. Marginal conditions
13. Visualization |
| Recommended or Required Reading |
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| Required Reading: |
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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. |
STAŠA, Pavel. Modelování a simulace. Ostrava: Vysoká škola báňská - Technická univerzita Ostrava, 2014. ISBN 978-80-248-3657-7.
BURÝ,A.: Problematika tvorby simulačních modelů pro řízení systémů..,Monografie 7, VŠB-TU Ostrava, HGF, 2002, ISBN 80-248-0158-2.
NOSKIEVIČ,P.: Modelování a identifikace systémů,Ostrava MONTANEX,1999,ISBN 80-7225-030-2.
STAŠA, Pavel.: Modeling and Simulation of Mine Gases Flow; Monografie, Technická univerzita v Košiciach, Košice 2014, ISBN 978-80-553-1767-0. |
| Recommended Reading: |
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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. |
KOZUBKOVÁ, Milada.: Modelování proudění tekutin: FLUENT, CFX, Ostrava, VŠB – Technická univerzita Ostrava, Fakulta strojní; Ostrava 2008, 142 stran, Dostupné z: ; citováno: červenec 2010
ŠVARC, Ivan, Miloš ŠEDA a Miluše VÍTEČKOVÁ. Automatické řízení. Brno: Akademické nakladatelství CERM, 2007. ISBN 978-80-214-3491-2.
PELÁNEK, Radek. Modelování a simulace komplexních systémů: jak lépe porozumět světu. Brno: Masarykova univerzita, 2011. ISBN 978-80-210-5318-2.
GUERRERO, Hector. Excel data analysis: modeling and simulation. Berlin: Springer, c2010. ISBN 978-3-642-10834-1. |
| Planned learning activities and teaching methods |
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| Lectures, Individual consultations, Tutorials, Project work |
| Assesment methods and criteria |
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| Task Title | Task Type | Maximum Number of Points
(Act. for Subtasks) | Minimum Number of Points for Task Passing |
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| Credit and Examination | Credit and Examination | 100 (100) | 51 |
| Credit | Credit | 30 (30) | 17 |
| Zápočtový test | Written test | 20 | 10 |
| Semestrální práce | Semestral project | 10 | 7 |
| Examination | Examination | 70 (70) | 34 |
| Písemná zkouška | Written examination | 35 | 17 |
| Ústní zkouška | Oral examination | 35 | 17 |