Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: System Modelling and Simulation (17.E232)

Native organizations units: Sub-department for Automatic Control and Systems Engineering

Type of studies	Title
Undergraduate Academic Studies	Measurement-Information Technologies and Control Engineering (Godina: 2, Winter)

General information:

Category	Theoretical-methodological
Scientific or art field	Automatic Control and System Engineering
Interdisciplinary	No
ECTS	8

Educational goal:

Mastering theoretical and practical basics of system modeling and simulation.

Educational outcome:

Acquired knowledge can be used in solving specific engineering problems, and also present a basis for further understanding of professional courses

Course content:

Basics of modeling and simulation (goals, elements, theory, classifications, processes, etc.). Mathematical models (time continuous and discrete models, linear and non-linear models, linearization, etc.). Modelling physical systems (mechanical, thermal, hydro, electrical and electro-mechanical systems, analogies between physical quantities and parameters). Simulations of systems described by mathematical models (analytical results, numerical algorithms and calculations, simulation languages and simulation software, etc.). Event based simulations. System identification and parameters estimation. Basics of modelling based on machine learning (artificial neural networks).

Teaching methods:

Lectures; Numerical and calculation practice. Computer practice. Consultations. The examination is written and oral. The written part consists of at least four tasks, in order to pass the examination a students must successfully complete at least 50% of each task. The course material can be divided into two colloquia. The oral part of the examination is based on a list of examination questions. The colloquia, tests and written examination are written. The written part is eliminating. The final grade is formed on the basis of written examination (or colloquia), tests, written and oral parts of the examination.

Literature:

Authors	Title	Year	Publisher	Language
Erdeljan, A., Čapko, D.	Modelovanje i simulacija sistema sa primerima	2015	Fakultet tehničkih nauka, Novi Sad	Serbian language
Duane Hanselman, Bruce Littlefield	Mastering MATLAB 6 - A Comprehensive Tutorial and Reference	2001	Prantice Hall, ISBN: 0-13-019468-9	English
Moore, H.	MATLAB for Engineers	2015	Pearson International, Boston	English
Close, C.M., Frederick, D.K., Newell, J.C.	Modeling and Analysis of Dynamic Systems	2001	John Wiley & Sons, New York	English
Čapko, D., Vukmirović, S., Bojanić, D.	Odabrana poglavlja iz modeliranja i simulacije sistema u Matlab-u	2016	Fakultet tehničkih nauka, Novi Sad	Serbian language

Knowledge evaluation:

Course activity	Pre-examination	Obligations	Number of points
Coloquium exam	No	No	20.00
Complex exercises	Yes	Yes	5.00
Test	Yes	Yes	10.00
Coloquium exam	No	No	20.00
Complex exercises	Yes	Yes	5.00
Complex exercises	Yes	Yes	5.00
Complex exercises	Yes	Yes	5.00
Oral part of the exam	No	Yes	30.00
Practical part of the exam - tasks	No	Yes	40.00