20.500.12556/DKUM-89690 Uporaba umetne inteligence v konstruiranju diplomsko delo Using artificial intelligence in mechanical design Namen diplomskega dela je raziskati uporabo umetne inteligence pri procesu konstruiranja. Delo se osredotoča na uvajanje različnih orodij umetne inteligence in tehnik za izboljšanje učinkovitosti, natančnosti in inovativnosti v procesu načrtovanja in modeliranja. Predstavljene so teoretične osnove umetne inteligence, vključno s strojnim učenjem, nevronskimi mrežami in globokim učenjem. Analizirane so prednosti in slabosti uporabe umetne inteligence, kot so zmanjšanje človeških napak, izboljšana produktivnost, vendar visoki stroški in kompleksnost uvajanja. Poleg tega so predstavljeni praktični primeri uporabe umetne inteligence pri konstruiranju, vključno z orodji, kot so ChatGPT za generiranje zahtevnikov, Autodesk Fusion 360 za generativno oblikovanje in Solidworks za avtomatizacijo oblikovalskih procesov. The purpose of this thesis is to explore the application of artificial intelligence in the mechanical design process. The thesis focuses on the implementation of various artificial intelligence tools and techniques to improve, efficiency, accuracy and innovation in the design and modelling process. Theoretical foundations of artificial intelligence are presented, including machine learning, neural networks and deep learning. The advantages and disadvantages of using artificial intelligence are analyzed, such as reducing human error, improving productivity, but also the high cost and complexity of implementation. In addition, practical examples of the application of artificial intelligence in mechanical design are presented, including tools such as ChatGPT for claimant generation, Autodesk Fusion 360 for generative design, and Solidworks for design process automation. umetna inteligenca konstruiranje generativno oblikovanje globoki generativni modeli strojno učenje globoko učenje. artificial intelligence mechanical design generative design deep generative models machine learning deep learning true true false [V. Stanovnik] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-08-05 17:00:21 2024-09-30 17:06:25 2024-10-15 03:09:58 0000-00-00 00:00:00 2024 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (IX, 41 f.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8:[62-11](043.2) 211362307 Diplomska_naloga_Vid_Stanovnik.pdf Diplomska_naloga_Vid_Stanovnik.pdf 1 2EC665D0CA500AE2DFAEB93C05A8ECC2 95be950c713d3bd0a6183e815fc48d99ec8131a614544d2cc2ebc236be1c547a 82ad8b5a-7f3d-11ef-8e23-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=186061 Fakulteta za strojništvo 0 0 0