20.500.12556/DKUM-83112 Nevronski model rezalnih sil za proces frezanja magistrsko delo Artificial neural network based cutting force model for milling process V magistrski nalogi so opisani modeli za napovedovanje rezalnih sil in principe delovanja nevronskih mrež. V osrednjem delu so predstavljeni trije umetni nevronski modeli za napovedovanje rezalne sile. Za primerjavo je bil narejen statistični model linearne regresije za napovedovanje rezalne sile. Nevronski modeli so bili narejeni s programom MATLAB, model linearne regresije pa z Microsoft Excel. Na koncu so predstavljeni rezultati treh modelov nevronske mreže in statističnega modela linearne regresije. The master's thesis describes models for predicting cutting forces and the principles of neural networks. In the central part, three artificial neural models for predicting the cutting force are presented. For comparison, a statistical linear regression model was built to predict the cutting force. Neural models were made using MATLAB, and linear regression models were made using Microsoft Excel. Finally, the results of three neural network models and a statistical linear regression model are presented. frezanje umetna nevronska mreža regresijska analiza rezalne sile milling artificial neural network regression analysis cutting forces true true false [U. Žurman] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2022-09-19 12:57:47 2022-10-26 08:16:00 2023-03-03 03:06:24 0000-00-00 00:00:00 2022 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (X, 42 f.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8.032.26:621.914(043.2) 143716611 MAG_Zurman_Uros_2022.pdf MAG_Zurman_Uros_2022.pdf 1 C8FF63EBDBDB9E08CBCDA43CFCEDBECF 15adcec99195cf997a90171df0f095e0428739ba54b472a44409f3482f56ab6a b2d4869e-39a5-11ed-aeb9-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=163154 MAG_Zurman_Uros_2022.zip MAG_Zurman_Uros_2022.zip 1 F85849CFF5951FD2F803B6E99B534C6E 8d83b4b79cfa8cbd729eabff7579b9d86714a098a6c6f1ee4490f64f52e7e703 b86bd078-380c-11ed-9353-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=162930 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0