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Title:
Učinki uporabe umetne inteligence pri planiranju proizvodnje stiskanja in brizganja
Authors:
ID
Gabrijel, Jernej
(Author)
ID
Roblek, Matjaž
(Mentor)
More about this mentor...
Files:
UN_Gabrijel_Jernej_2024.pdf
(1,47 MB)
MD5: 19BDBD827DAC09EBE0A97A24C365CC14
Language:
Slovenian
Work type:
Bachelor thesis/paper
Typology:
2.11 - Undergraduate Thesis
Organization:
FOV - Faculty of Organizational Sciences in Kranj
Abstract:
Iz preteklih raziskovanj in dela na področju integracije umetne inteligence v proizvodno industrijo je jasno, da ima implementacija UI metodologij strojnega učenja jasne prednosti. Hkrati pa ugotavljamo, da obstajajo na tem področju tudi mnoge priložnosti za izboljšave in nadgradnjo. V zaključnem delu smo ugotavljali, ali lahko uporaba UI prispeva pozitivne učinke na delo planerjev v proizvodnji. To ugotavljanje temelji na primerjavi razlik med predvidevanji na podlagi ročnega planiranja in dejansko realizacijo ter s planiranjem s pomočjo UI in realizacijo planiranega. Namen zaključnega dela je ugotavljanje praktičnosti in zanesljivosti umetne inteligence na področju planiranja in razporejanja.
Keywords:
Umetna inteligenca
,
stiskanje in brizganje
,
planiranje in razporejanje proizvodnje
,
delo planerjev
,
optimizacija
Place of publishing:
Maribor
Year of publishing:
2024
PID:
20.500.12556/DKUM-87057
COBISS.SI-ID:
191649283
Publication date in DKUM:
08.04.2024
Views:
239
Downloads:
29
Metadata:
Categories:
FOV
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:
GABRIJEL, Jernej, 2024,
Učinki uporabe umetne inteligence pri planiranju proizvodnje stiskanja in brizganja
[online]. Bachelor’s thesis. Maribor. [Accessed 15 March 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=87057
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Licences
License:
CC BY-NC-SA 4.0, Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Link:
http://creativecommons.org/licenses/by-nc-sa/4.0/
Description:
A Creative Commons license that bans commercial use and requires the user to release any modified works under this license.
Licensing start date:
13.02.2024
Secondary language
Language:
English
Title:
The effects of using artificial intelligence in production planning of stamping and moulding
Abstract:
Out of recent studies and further works in the field of artificial intelligence, implementing AI methodologies of computer learning into the production industry show clear advantages. We are also learning that many opportunities for improvement in this field still exist. In this paper we have attempted to better understand whether integrating AI can have a positive effect on the production planers’ work. The effects of AI usage are based on the differences between manual planning and the actualization and comparing that with the plans that have been helped with AI usage and the realization of those plans. This paper's purpose is understanding the practicality and reliability of AI in the field of planning and scheduling.
Keywords:
Artificial Intelligence – AI
,
stamping and moulding
,
planning and scheduling of production
,
planner’s work
,
optimization
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