Jan 20, 2020   11:53 p.m. Dalibor
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prof. Ing. Štefan Kozák, PhD.
Identification number: 1954
University e-mail: stefan.kozak [at] stuba.sk
 
External colleague - Institute of Applied Informatics, Automation and Mechatronics (MTF)

Contacts     Lesson     Projects     Publications     
Bodies     Supervised theses     Conferences     

Basic information

Basic information about a final thesis

Type of thesis: Dissertation thesis
Thesis title:Intelligent Embedded Systems
Written by (author): Ing. Juraj Števek, PhD.
Department: Institute of Applied Informatics (FIIT)
Thesis supervisor: prof. Ing. Štefan Kozák, PhD.
Opponent 1:doc. Ing. Tibor Krajčovič, PhD.
Opponent 2:prof. Ing. Ivan Sekaj, PhD.
Opponent 3:prof. Ing. Ján Sarnovský, CSc.
Final thesis progress:Final thesis was successfully defended.


Additional information

Additional information about the final thesis follows. Click on the language link to display the information in the desired language.

Language of final thesis:English

Slovak        English

Title of the thesis:Intelligent Embedded Systems
Summary:This thesis describes a modelling method for a non-linear system which is based on a multi-point linear approximation for a model predictive control purpose. The method is derived from artificial neural network techniques and exploits good properties of a Orthogonal Activation Function based Neural Network (OAF-NN). According to the proposed procedure, a software implementation is discussed in form of a Matlab toolbox. The Matlab toolbox serves as fast and user-friendly tool for identification, simulation and analysis of a static or a dynamic system. The proposed modelling procedure is characterized by fast training property and wide applicability in medical systems, automotive, power-electronics industry etc..
Key words:Linear approximation, Integer Programming, Constrained optimization, Algorithm design and analysis, Simulation support systems, Model validation and analysis

Display and download files

To display the final thesis assignment form click on the Display the final thesis assignment form icon. The following icons - Final thesis, Thesis appendices, Supervisor's review, Opponent's review - relate to the final thesis and can be downloaded. They could be displayed on condition they have been inserted and are available publicly.

Display the assignment form

Parts of thesis with postponed release:

Final thesis (final thesis appendices) unlimited
Reviews for final thesis unlimited