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Title:
Analiza uvajanja strojnega vida v proizvodne sisteme : magistrsko delo
Authors:
ID
Lorenčič, Samo
(Author)
ID
Klančnik, Simon
(Mentor)
More about this mentor...
ID
Nedelko, Zlatko
(Mentor)
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Files:
MAG_Lorencic_Samo_2020.pdf
(1,32 MB)
MD5: FC7D0C5A95FD033E91CDBA3A728A1880
Language:
Slovenian
Work type:
Master's thesis/paper
Typology:
2.09 - Master's Thesis
Organization:
FS - Faculty of Mechanical Engineering
Abstract:
Strojni vid je kombinacija kompleksne strojne in programske opreme, ki stroju ali robotu omogočata zaznavanje svoje okolice oz. izdelkov na tekočem traku, s ciljem izboljšanja izvedbe proizvodnih procesov. Namen vpeljave in uporabe strojnega vida v proizvodnji je torej predvsem pospešitev delovnih operacij, povečanje kakovosti izdelkov in zmanjšanje izmeta. Namen magistrske naloge je podrobno predstaviti sestavne dele sistema strojnega vida, proces njegove vpeljave v proizvodnjo, ter njegovo vlogo v industriji 4.0. V drugem delu pa se naloga osredotoča tako na tehnološke, kot na ekonomske učinke, ki jih strojni vid prinaša industrijskim podjetjem. Na podlagi teh informacij sem predlagal korake implementacije strojnega vida v proizvodnji sistem, po katerih se lahko podjetja pri vpeljavi strojnega vida orientirajo oz. dobijo vpogled v primernost investicije glede na njihov primer.
Keywords:
Strojni vid
,
optimizacija proizvodnje
,
tehnološki učinki
,
ekonomski učinki
,
upravljanje proizvodnje
,
Industrija 4.0
Place of publishing:
Maribor
Place of performance:
Maribor
Publisher:
[S. Lorenčič]
Year of publishing:
2020
Number of pages:
VIII, 80 f.
PID:
20.500.12556/DKUM-77576
UDC:
004.9:658.51(043.2)
COBISS.SI-ID:
33997827
NUK URN:
URN:SI:UM:DK:QRDXL0DS
Publication date in DKUM:
05.10.2020
Views:
1016
Downloads:
233
Metadata:
Categories:
KTFMB - FS
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:
LORENČIČ, Samo, 2020,
Analiza uvajanja strojnega vida v proizvodne sisteme : magistrsko delo
[online]. Master’s thesis. Maribor : S. Lorenčič. [Accessed 17 April 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=77576
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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:
03.09.2020
Secondary language
Language:
English
Title:
Analysis of introduction of machine vision into production systems
Abstract:
Machine vision is a combination of complex hardware and software that allows a machine or robot to perceive its surroundings and products on the assembly line with the aim of improving the implementation of production processes. The purpose of implementation of machine vision into production system is therefore primarily to speed up work operations, increase product quality and reduce emissions. The purpose of the master's thesis is to present in detail the components of the machine vision system, the process of its implementation into production and its role in industry 4.0. In the second part, the thesis focuses on both, the technological and economic effects that machine vision brings to industrial companies. Based on this information, I proposed steps for the implementation of machine vision into production system, according to which companies can orient themselves when introducing machine vision and can help them to gain insight into whether such an investment is appropriate for them at all.
Keywords:
Machine vision
,
optimization of production
,
technological effects
,
economic effects
,
production management
,
Industry 4.0
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