20.500.12556/DKUM-68284 Optimizacija tehnoloških veličin globokega vleka z uporabo metode roja delcev Optimization of the deep drawing parameters using the particle swarm optimization Magistrsko delo obravnava optimizacijo tehnoloških parametrov globokega vleka pločevine, ki vplivajo na kakovost izdelkov. Razviti optimizacijski modeli, ki so predstavljeni v magistrski nalogi, temeljijo na rezultatih numeričnih simulacij. Predstavili smo razvoj regresijskih modelov in modelov na osnovi evolucijskega računanja, ki napovedujejo kakovost izdelka po preoblikovalnem postopku s pomočjo matematičnih metod in z genetskim programiranjem. Izdelane modele smo uporabili v algoritmu za optimizacijo z rojem delcev, s katero smo dobili nove vrednosti tehnoloških parametrov. Slednje smo nato uporabili v nadaljnjih numeričnih simulacijah globokega vleka ter rezultate kritično analizirali. This master thesis presents optimization of deep drawing process parameters that affect metal during deep drawing process. The already developed optimization models in this master thesis are based on the results of numerical simulations. We presented the development of regression models and evolutionary models of surface quality of the sheet metal product, according to mathematical methods and with genetic programming. We used models in the particle swarm optimization, which gave us new values of technological parameters. The latter was then used in further numerical simulations of deep drawing process and the results were critically analyzed. pločevina globoki vlek računalniške simulacije genetsko programiranje optimizacija z rojem delcev sheet metal deep drawing computer simulation artificial intelligence genetic programming particle swarm optimization true true false [K. Popovič] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2017-09-14 19:26:52 2017-09-27 11:43:04 2022-08-01 15:06:01 2019-07-11 16:47:59 2017 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.89:621.983(043.2) 21202966 URN:SI:UM:DK:JZPZUMY3 MAG_Popovic_Katja_2017.pdf MAG_Popovic_Katja_2017.pdf 1 D0E492F587260CEA6076A93743697DA8 644400fdc77fd04117b5ff64cc8fda065844fa62bdc4bfc023a6584fb650d393 5ef20ce2-7c0f-11eb-bb7a-00155d0001ca 20.500.12556/dkum/98d05c2b-6e08-4b3a-92f6-38dc9c7b8ea5 https://dk.um.si/Dokument.php?lang=slv&id=119021 Fakulteta za strojništvo 0 0 0