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Title:Napredne tehnologije in metodologije za pametno proizvodnjo : magistrsko delo
Authors:ID Bedrač, Ana (Author)
ID Brezočnik, Miran (Mentor) More about this mentor... New window
Files:.pdf MAG_Bedrac_Ana_2023.pdf (2,50 MB)
MD5: 41E9267481152D433A69635C8E3A7453
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:V magistrski nalogi je predstavljen koncept pametne proizvodnje. Predstavljene so ključne značilnosti, ki po mnenju različnih avtorjev oblikujejo pametno proizvodnjo. Obravnavanih je več primerov oz. konceptov pametne proizvodnje, pri čemer se podrobneje osredotočamo na opredelitev pametne proizvodnje po avtorju A. Kusiaku. Predstavljene so ključne tehnologije in metodologije, ki so že v uporabi ali pa imajo velik potencial, da se bodo še uveljavile. Magistrska naloga vključuje sodobne trende na področju pametne proizvodnje. Izpostavljene so tehnologije in metodologije, ki so trenutno najsodobnejše, še posebej pa napredne proizvodne tehnologije, strojno učenje in tudi blokovne verige v povezavi z ekonomijo strojev. Nekatere od predstavljenih tehnologij in metodologij so obravnavane na praktičnih primerih.
Keywords:pametna proizvodnja, umetna inteligenca, strojno učenje, globoko učenje, blokovne verige, ekonomija strojev, veliki podatki, kibernetsko-fizični sistem, digitalni dvojček, internet stvari, pametni materiali.
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[A. Bedrač]
Year of publishing:2023
Number of pages:1 spletni vir (1 datoteka PDF X, 96 f.))
PID:20.500.12556/DKUM-83663 New window
UDC:004.89:658.51(043.2)
COBISS.SI-ID:152275203 New window
Publication date in DKUM:09.03.2023
Views:860
Downloads:141
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FS
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:23.01.2023

Secondary language

Language:English
Title:Advanced technologies and methodologies for smart manufacturing
Abstract:The master's thesis deals with the concept of smart manufacturing and presents the key characteristics that, according to many authors, provide structure to smart manufacturing. Through examining multiple examples and concepts of smart manufacturing, the text focuses on defining the term following A. Kusiak's ideas. This is followed by a presentation of key technologies and methodologies that are currently in use or that exhibit great potential. The master’s thesis also includes modern trends in the field of smart manufacturing. Great emphasis is placed on the newest technologies and methodologies, as well as on advanced production technologies, machine learning, and blockchains in connection with machine economy. Certain technologies and methodologies are presented through practical examples.
Keywords:smart manufacturing, artificial intelligence, machine learning, deep learning, blockchains, machine to machine economy, big data, cyber-physical system, digital twin, Internet of things, smart materials.


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