Uporaba umetne inteligence pri planiranju proizvodnje v Sloveniji

magistrsko delo

Ana Georgievski (Author), Matjaž Roblek (Mentor)

Abstract

Industrija se konstantno spreminja, napreduje, izboljšuje, k čemur pripomore tudi umetna inteligenca oz. njena uporaba. Ta je prisotna tudi pri planiranju proizvodnje. Dobro planiranje proizvodnje je eno izmed ključnih parametrov, ki omogoča prednost pred konkurenčnimi podjetji. Naše zaključno delo se tako osredotoča na uporabo umetne inteligence pri planiranju proizvodnje v slovenskih proizvodnih podjetjih. Sprva smo naredili splošen pregled literature, katerega cilj je bil najprej povezati pojma umetna inteligenca in planiranje proizvodnje, in sicer tako, da dobro spoznamo vsakega posebej ter ju povežemo. Temu je sledil sistematični pregled literature, ki je bil omejen na uporabo umetne inteligence v operativnem planiranju proizvodnje ter z drugimi parametri iskanja literature. Na podlagi pridobljenega znanja in zastavljenih hipotez/raziskovalnega vprašanja smo sestavili anketo. Ta je zajemala 14 glavnih vprašanj, ki smo jih statistično obdelali in tako ovrgli ali potrdili naše hipoteze. Kljub temu, da smo večino hipotez potrdili, se moramo zavedati omejitev naše raziskave. Z raziskovalno nalogo smo prišli do glavnega zaključka, da ima umetna inteligenca pozitiven doprinos k planiranju proizvodnje in da je ta prisotna v proizvodnih podjetjih v Sloveniji. Tam, kjer ni, pa je v veliki večini v planu za naslednja leta.

Keywords

umetna inteligenca;planiranje proizvodnje;magistrska dela;

Data

Language:	Slovenian
Year of publishing:	2023
Typology:	2.09 - Master's Thesis
Organization:	UM FOV - Faculty of Organizational Sciences
Publisher:	[A. Georgievski]
UDC:	004.8
COBISS:	164527875
Views:	4
Downloads:	1
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	The use of artificial intelligence in production planning in slovenia
Secondary abstract:	Industry is constantly changing and improving due to the use artificial intelligence and others and it is present in production planning as well. Good production planning is a key parameter which enables advantage against their competitors. Our master thesis focuses on the use of artificial intelligence in production planning in Slovenia. At the beginning we did an overall literature overview, where we studied both artificial intelligence and production planning and tried to make a connection between the two of them. This was followed by a systematic literature review which was limited to the key words »artificial intelligence in operational production planning« as well as some other search parameters. Survey was assembled based on obtained knowledge during our literature research and our research question/hypotheses. At the end, the survey had 14 main questions, which were statistically studied later on. This enabled us to confirm or disprove our hypotheses. Despite the fact that we were able to confirm many of our hypotheses the research limitations remain. Our master thesis revealed that the use of artificial intelligence has positive influence in production planning and that it is present in Slovenia production companies. Where it is not used at the moment, it is most likely in the near future plans.
Secondary keywords:	Artificial intelligence;production planning;influence of artificial intelligence in production planning.;
Type (COBISS):	Master's thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za organizacijske vede
Pages:	VI, 81 f.
ID:	18793120