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Lecturer(s)
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Course content
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1. System and its definition, classification and division of systems, system boundaries, subsystems, sub-systems, elements and connections. 2. Complex systems. Systems thinking. Feedback. 3. Modeling of systems - creation of a model, data collection, assumptions and determination of hypotheses, constants and variables of the model. 4. Formulation and formalization of the model, identification, testing (validation) of the model, what if analysis and simulation with the model. 5. Modeling of systems - definition of variables, elements usable in the model, simulation settings. 6. Extended possibilities of modeling tools - input and output elements, display of results, experimentation. 7. Extended possibilities of modeling tools - export and import of values from/to a file, use of fields, optimal control and stability. 8. Solving practical examples of models in the Witness program. 9. Solving practical examples of models in the Tecnomatix Plant Simulation program. 10. Simulation of processes based on continuous and discrete events. 11. Elements of the Witness simulation program - inputs, outputs, timing and distribution functions. 12. Case studies from various areas of logistics, e.g. modeling of sequential processes, modeling of sorting and distribution processes, modeling of mass service processes, etc. 13. Analysis and solution of practical simulation tasks.
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Learning activities and teaching methods
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Exercises on PC, Practice exercises, Individual work of students
- Home preparation for classes
- 16 hours per semester
- Preparation for course credit
- 10 hours per semester
- Term paper
- 15 hours per semester
- Preparation for examination
- 15 hours per semester
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| learning outcomes |
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| Knowledge |
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| popsat tvorbu modelu a jeho specifika |
| popsat tvorbu modelu a jeho specifika |
| popsat možnosti modelovacích nástrojů |
| popsat možnosti modelovacích nástrojů |
| charakterizovat principy simulace procesů |
| charakterizovat principy simulace procesů |
| definovat a charakterizovat základní a specifické nástroje pro modelování a simulaci logistických procesů |
| definovat a charakterizovat základní a specifické nástroje pro modelování a simulaci logistických procesů |
| popsat současné trendy v tvorbě simulačních modelů |
| popsat současné trendy v tvorbě simulačních modelů |
| describe the creation of the model and its specifics |
| describe the creation of the model and its specifics |
| describe the possibilities of modeling tools |
| describe the possibilities of modeling tools |
| characterize the principles of process simulation |
| characterize the principles of process simulation |
| define and characterize basic and specific tools for modeling and simulation of logistics processes |
| define and characterize basic and specific tools for modeling and simulation of logistics processes |
| describe current trends in the creation of simulation models |
| describe current trends in the creation of simulation models |
| Skills |
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| provést výběr vhodného nástroje pro modelování logistických procesů |
| provést výběr vhodného nástroje pro modelování logistických procesů |
| aplikovat možnosti modelovacích nástrojů |
| aplikovat možnosti modelovacích nástrojů |
| zhodnotit výsledky experimentů v kontextu bezpečnosti v logistice |
| zhodnotit výsledky experimentů v kontextu bezpečnosti v logistice |
| provést porovnání více variant řešení dle stanovených hledisek |
| provést porovnání více variant řešení dle stanovených hledisek |
| stanovit na základě provedených experimentů optimalizaci sledovaného jevu v kontextu bezpečnosti v logistice |
| stanovit na základě provedených experimentů optimalizaci sledovaného jevu v kontextu bezpečnosti v logistice |
| to select a suitable tool for modeling logistics processes |
| to select a suitable tool for modeling logistics processes |
| apply the capabilities of modeling tools |
| apply the capabilities of modeling tools |
| evaluate the results of experiments in the context of security in logistics |
| evaluate the results of experiments in the context of security in logistics |
| perform a comparison of several solution variants according to the specified aspects |
| perform a comparison of several solution variants according to the specified aspects |
| determine, on the basis of the conducted experiments, the optimization of the observed |
| determine, on the basis of the conducted experiments, the optimization of the observed |
| phenomenon in the context of security in logistics |
| phenomenon in the context of security in logistics |
| teaching methods |
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| Knowledge |
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| Activating (Simulation, games, dramatization) |
| Activating (Simulation, games, dramatization) |
| Training in motion and work skills |
| Training in motion and work skills |
| Skills |
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| Activating (Simulation, games, dramatization) |
| Activating (Simulation, games, dramatization) |
| Exercises on PC |
| Exercises on PC |
| assessment methods |
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| Knowledge |
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| Analysis of seminar paper |
| Analysis of seminar paper |
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Recommended literature
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AL-AOMAR, R. Process simulation using WITNESS. Hoboken, New Jersey: Wiley, 2015. ISBN 978-0-470-37169-5.
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MIHOK J., KOVÁČ, M. a kol. Podpora inovácií. Stratégie, nástroje, techniky a systémy. 1. vyd.. Centrum inovácií a technického rozvoja Košice, 2010. ISBN 978-80-970320-0-5.
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MILDEOVÁ, Stanislava a Viktor VOJTKO. Systémová dynamika. Praha: Oeconomica, 2008. ISBN 9788024514482.
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MURRAY, Neil G. Witness Horizon 24 simulation modeling: rational process design. [Great Britain]: [Independently published], 2021. ISBN 979-8701142990.
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PELÁNEK, Radek. Modelování a simulace komplexních systémů: jak lépe porozumět světu. Brno: Masarykova univerzita, 2011. ISBN 979-8701142990.
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WAGNER, J. Měření výkonnosti. Grada Publishing Praha, 2009. ISBN 978-80-247-2924-4.
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