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Title:Razvoj programskega vmesnika za načrtovanje mehkega logičnega sistema in implementacija na Siemens PLK : magistrsko delo
Authors:ID Zrinić, Luka (Author)
ID Muškinja, Nenad (Mentor) More about this mentor... New window
Files:.pdf MAG_Zrinic_Luka_2025.pdf (5,34 MB)
MD5: B5121982E94CF0BFC0A33338BEC35246
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Magistrsko delo obravnava načrtovanje in uporabo mehkega regulacijskega sistema ter implementacijo sistema na primeru nelinearnega sistema za regulacijo pretoka zraka skozi dve tlačni posodi. Mehki regulacijski sistem je narejen iz dveh delov. Prvi del je grafični uporabniški vmesnik, ki uporabniku omogoča definiranje vhodnih in izhodnih pripadnostnih funkcij ter določitev mehkih pravil. Drugi del programa je funkcijski blok znotraj Siemens TIA Portal-a, v katerem se izvaja mehki inferenčni mehanizem. Sistem podpira dve vrsti inferenčnih mehanizmov: Mamdani in Sugeno. V magistrski nalogi si bomo ogledi tudi programski okolji Siemens FuzzyControl++ in MATLAB Fuzzy Logic Designer ter ju primerjali z našim sistemom.
Keywords:mehki regulacijski sistemi, mehki inferenčni mehanizem, Python, SIEMENS TIA Portal, PLK
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[L. Zrinić]
Year of publishing:2025
Number of pages:1 spletni vir (1 datoteka PDF (XI, 92 str.))
PID:20.500.12556/DKUM-94288 New window
UDC:004.5:681.533.5(043.2)
COBISS.SI-ID:256086019 New window
Publication date in DKUM:17.10.2025
Views:147
Downloads:34
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:12.08.2025

Secondary language

Language:English
Title:Development of a software interface for fuzzy logic system design and implementation on Siemens PLC
Abstract:The master thesis covers the design and implementation of a fuzzy control system with the implementation on non-linear system for the regulation of air flow through two pressure tanks. The first part is a graphical user interface that allows the user to define inputs and outputs membership functions, and to define fuzzy rules. The second part is a function block within the SIEMENS TIA Portal in which the fuzzy inference mechanism is implemented. The system supports two types of inference mechanisms: Mamdani and Sugeno. In the master thesis we will also take a look and compare the Siemens FuzzyControl++ and MATLAB Fuzzy Logic Designer programming environments with our system.
Keywords:Fuzzy control system, Fuzzy inference mechanism, Python, SIEMENS TIA Portal, PLC


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