Faculty of Technical Sciences

Subject: Modelling and Simulation of Measurement and Information Systems (17.EIMSS)

Native organizations units: No data
General information:
 
Category Theoretical-methodological
Scientific or art field Električna merenja, metrologija i biomedicina
Interdisciplinary Yes
ECTS 4
Educational goal:

Mastering theoretical and practical basics of system modelling and simulation with an emphasis on measurement and information systems.

Educational outcome:

Acquired knowledge in system modelling and simulation. Understanding system analysis in time, complex and frequency domain. Understanding methods and techniques for dynamic model analysis and synthesis. Methodological approach to system simulation and debugging in real time. Ability to perform feasibility studies of specific engineering concepts and ideas prior to practical implementation. Ability to analyse functionality and performance of complex analogue and digital electrical circuits. Work in a simulation environment of the simulation package LTSpice. Mastering the programming package MATLAB and its TOOLBOXes. Getting familiar with tools for statistical analysis of simulation results and system optimization based on performed study.

Course content:

Electrical circuit elements. Elements with two and more terminals. Inputs and outputs. Access points and ports. Definition of a constitutive relations in time, complex and frequency domain. Response and transfer function. Component parametrization. Equivalent circuits of complex components and real electrical circuits. Simulation models. Linearization of simulation models. Non-linear models and solving circuits in non-linear and non-stationary regimes. Functional tests. Performance tests. Standard compliance tests. Working in a simulation environment. Degrees of freedom and control of the complexity and duration of simulation methods. Getting familiar with the software package LTSpice. Component classes. Some specific I/O ports and pins and standards for their representation. Simulating response of discrete components. Simulation, functionality and performance analysis of complex analogue and digital electric circuits. Displaying response and transfer functions. Analysis in frequency domain. LTSpice advanced features. Fundamentals of the programming package MATLAB/SIMULINK. Numerical calculations. Signal processing and system statistical analysis and optimization in MATLAB. Implementation of algorithms. SIMULINK graphical interface for dynamic system modelling, simulation and analysis in various domains. System simulation and debugging in real time. Volume control and visualization of simulation results. Descriptive statistics and tools for interpretation of simulation results.

Teaching methods:

Lectures. Computer laboratory exercises. Consultations.

Literature:
Authors Title Year Publisher Language
Amit Kumar Singh, rohit Singh Electronics Circuit SPICE Simulations with LTspice: A Schematic Based Approach 2015 CreateSpace Independent Publishing Platform English
Close, C.M., Frederick, D.K., Newell, J.C. Modeling and Analysis of Dynamic Systems 2001 John Wiley & Sons, New York English
Moore, H. MATLAB for Engineers 2015 Pearson Global Edition, Edinburgh English
1 1 1
Frank L. Severance Modeling and Simulation: An Introduction 2009 Wiley India Pvt. Limited English
Knowledge evaluation:
Course activity Pre-examination Obligations Number of points
Project Yes Yes 30.00
Laboratory exercise attendance Yes Yes 5.00
Lecture attendance Yes Yes 5.00
Theoretical part of the exam No Yes 60.00
Lecturers:
API Image

vanr. prof. dr Antić Boris

Associate Professor

Lectures

Asistent Mandić Sanja

Assistant - Master

Laboratory classes

Faculty of Technical Sciences

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Contact:

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Phone:  (+381) 21 450 810
(+381) 21 6350 413

Fax : (+381) 21 458 133
Emejl: ftndean@uns.ac.rs

© 2024. Faculty of Technical Sciences.