545-0492/01 – New Methods in System Practice (MNSP)

Gurantor departmentDepartment of Economics and Control SystemsCredits5
Subject guarantordoc. Dr.Ing. Zdeněk NeustupaSubject version guarantordoc. Dr.Ing. Zdeněk Neustupa
Study levelundergraduate or graduateRequirementCompulsory
Year2Semesterwinter
Study languageCzech
Year of introduction2005/2006Year of cancellation
Intended for the facultiesHGFIntended for study typesFollow-up Master, Bachelor
Instruction secured by
LoginNameTuitorTeacher giving lectures
BEN170 Ing. Filip Beneš, Ph.D.
NEU10 doc. Dr.Ing. Zdeněk Neustupa
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+2
Combined Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

Goal is analysis of system dynamics problems and models synthesis. Student will be able to providing experiments with models for prediction and recommendation of solution problems.

Teaching methods

Lectures
Individual consultations
Tutorials
Project work

Summary

anglicky česky německy In this course students will be familiar with the theoretical and practical knowledge in the field of systems thinking and system dynamics, such as system archetypes, nonlinearities, feedback, delay, mental models, causal loop diagrams, etc. Students will also be introduced to tools for the description and modeling dynamical systems. The course will explain how to create dynamic models. Through examples of modeling practices, students learn about the modeling tool Powersim. First System - definition view of the objects from the systemic perspective, depth and resolution of the system, the angle, open closed systems, types, elements, links, system, subsystem, internal variables, external variables, diagram of system boundaries Second Complexity and complexity - the complexity of the concept, detailed and dynamic complexity, interdependence, nonlinearity, uncertainty, feedback (positive, negative, additive, proportional feedback, the effects of delay), delay Third Systems thinking - mental models, systems thinking skills 4th System tools and creative thinking 5th System archetypes 6th System dynamics 7th To create models - problem definition, data collection, determine the assumptions and hypotheses, definitions of variables, their units and determine their types (levels, flows, constants, variables), formulation and formalization of the model, testing the model, what if analysis and simulation of the model etc. 8th Modeling of dynamic systems - definitions of variables, elements utilized in the model (flow, level, constants, variables, connections), and set the time step in the simulation, integration methods 9th Advanced modeling tools options - elements for entering the input values ​​of the model (graph functions, input fields, potentiometers, etc..), Components for displaying the results of simulations (graphs, value fields, tables, etc.), creation of a simulator 10th Advanced options modeling tools - Export and import values ​​for a file, using arrays 11th Modeling basic building blocks of mathematical models and their interpretation (sample transfer mathematical description - differential equations to model) - positive feedback, negative feedback, S curve 12th Modeling basic building blocks of models - overshoot and collapse, oscillations, simultaneous streams 13th Practical examples of models - limits to growth, population aging chain, tank, loan, bank account 14th Presentation software other means for modeling dynamics (Powersim, Vensim, Stella, IThing, Dynamo)

Compulsory literature:

RUSSEL, S., NORVIG, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2, 932 pp

Recommended literature:

RUSSEL, S., NORVIG, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2, 932 pp

Way of continuous check of knowledge in the course of semester

Homeworks, tests, projects.

E-learning

Další požadavky na studenta

Students develop individual programs by entering a teacher.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1.System 2.Complexity and Complicacy 3.System thinking 4.System think tools 5.System archetyps 6.System dynamics 7. Model design workflow 8. Modeling of dynamic systems 9. Extended possibilities of modeling tools I 10. Extended possibilities of modeling tools I 11. Modeling of basic constructions I 12. Modeling of basic constructions I I 13. Practical demostrations of models 14. Introduction of other modelling tools

Conditions for subject completion

Combined form (validity from: 1960/1961 Summer semester, validity until: 2012/2013 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 33 (33) 0
                Project Project 20  0
                Written exam Written test 13  0
        Examination Examination 67 (67) 0
                Written examination Written examination 40  0
                Oral Oral examination 27  0
Mandatory attendence parzicipation:

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Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2018/2019 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2017/2018 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry P Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T064) System Engineering in Industry K Czech Most 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2016/2017 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2015/2016 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2014/2015 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2013/2014 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2012/2013 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2011/2012 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2010/2011 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2009/2010 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry P Czech Ostrava 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Ostrava 2 Compulsory study plan
2008/2009 (N2102) Mineral Raw Materials (3902T033) System Engineering in Raw Materials Industry K Czech Most 2 Compulsory study plan
2007/2008 (B2102) Mineral Raw Materials (3902R033) System Engineering in Raw Materials Industry P Czech Ostrava 3 Compulsory study plan
2006/2007 (B2102) Mineral Raw Materials (3902R033) System Engineering in Raw Materials Industry P Czech Ostrava 3 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner