20.500.12556/DKUM-12248 Uporaba nevronskih mrež pri napovedovanju mehanskih lastnosti jekla Use of neural networks in predicting the mechanical properties of steel V diplomskem delu smo predstavili povezavo med dvema različnima področjema, in sicer umetnimi nevronskimi mrežami in jeklarsko industrijo. Povezavo je predstavljalo izbrano programsko orodje, NeuroIntelligence, zasnovano za delo z nevronskimi mrežami. S programom smo želeli dokazati uporabnost le-tega pri napovedovanju natezne trdnosti jekla na osnovi zbranih podatkov že izdelanih jekel. Poleg tega smo lahko praktično prikazali vpliv sestave jekla na njegovo natezno trdnost. Potrebne podatke za obdelavo, bilo jih je blizu štiri tisoč, smo pridobili v podjetju Metal Ravne d.o.o., ki se ukvarja s proizvodnjo jekla. In this diploma work, we have presented a connection between two different areas, artificial neural networks and steel industry. Connection between those two areas is selected software, NeuroIntelligence, which is designed to work with neural networks. With this program we demonstrated the prediction of tensile strength of steel, based on a data that we collected from ready-made steel. We may also practical present the influence of the composition of the steel to its tensile strength. Necessary data information for treatment, there were close to four thousand, we acquired from the steel company Metal Ravne d.o.o.. proizvodnja jekla sestava jekla natezna trdnost nevronske mreže algoritem vzvratnega razširjanja steel production steel composition tensile strength neural networks back propagation algorithm true true false [J. Plešivčnik] Slovenski jezik Angleški jezik Diplomsko delo 2009-10-21 13:25:58 2009-10-28 12:45:08 2022-04-12 07:20:21 2022-04-19 03:18:15 2009 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.89.032.26:669.14(043.2) 13720598 URN:SI:UM:DK:RAGSI3LU UNI_Plesivcnik_Janja_2009.pdf UNI_Plesivcnik_Janja_2009.pdf 1 98EA636CD4BBE56FE329245CF917ABD1 71ac1e677d8d17e71525a633b64a29c0262e66918bdc12c52a7aa3b1e932ded7 96204262-6ef2-11ec-94a9-00155d000105 20.500.12556/dkum/42d1fb48-cb40-4f53-806d-f6ce66f83384 https://dk.um.si/Dokument.php?lang=slv&id=156057 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0