Slovensko

Modelling and simulation

Higher education teachers: Atanasijević-Kunc Maja



Subject description

Prerequisits:

  • enrolment in the 2nd year of study

Content (Syllabus outline):

  • Introduction (motivation, important definitions, representation of models, modelling approaches, cyclic modelling procedure, evaluation and verification),
  • Basic presentations of dynamic mathematical models, transformations and analysis,
  • Introduction to simulation (methods, simulation of basic system’s presentations),
  • Software tools: Matlab, Simulink,
  • Simple identification in time domain,
  • Introduction to analog systems and the significance for system engineering,
  • Examples from electrotechnics, mechanics, hydraulics, pneumatics and thermodynamics,
  • Examples of model design of laboratory pilot plants,
  • Fault detection using mathematical model.

Objectives and competences:

  • To present basic knowledge regarding modeling and simulation of continuous dynamical systems,
  • to point out the extend usage of modeling and simulation and the multidisciplinary nature of this scientific field,
  • to present basic concepts of simulation,
  • to present cyclic procedure of modeling and to illustrate its usage in different fields,
  • to present software tools and their usage in the field of modeling and simulation.

Intended learning outcomes:

Basic knowledge of modelling and simulation of continuous dynamic systems

Learning and teaching methods:

  • Lectures,
  • laboratory exercises,
  • homeworks,
  • possibility of cooperation in seminar and project student's work.





Study materials

Readings:

  1. Zupančič B., Karba R., Matko D., Škrjanc I.,Simulacija dinamičnih sistemov, Založba FE in FRI, Univerza v Ljubljani, Fakulteta za elektrotehniko , 2010.Matko D, Karba R, Zupančič B. Simulation and modelling of continuous systems, A case study approach. New York: Prentice Hall, 1992.
  2. Cellier F. E. Continuous system modeling. New York: Springer-Verlag; 1991.
  3. Cellier, F. E. & Kofman, E. Continuous System Simulation, Springer Science + Business Media, New York, 2006.







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