Identifikacija napak na ležajih s pomočjo paketa za strojno učenje scikit-learn : diplomsko delo Visokošolskega strokovnega študijskega programa I. stopnje Strojništvo

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Identifikacija napak na ležajih s pomočjo paketa za strojno učenje scikit-learn : diplomsko delo Visokošolskega strokovnega študijskega programa I. stopnje Strojništvo

Kubelj, Klemen

Osrednji problem in področje raziskovanja tega dela je strojno učenje kot pripomoček za ugotavljanje napak na strojnih elementih. V prvem delu je obravnavana raziskava, iz katere so pridobljeni ... surovi podatki in njihova pred-obdelava v ustrezno obliko. V omenjeni raziskavi se opazuje 5 različnih napak na ležajih: aksialna in radialna preobremenitev, preobremenitev upogibnega momenta, kontaminacija in napaka kletke. V naslednjih sklopih so predstavljene teoretične osnove strojnega učenja, algoritmi za uspešno analizo ter primeri uporabe na konkretnih podatkih. Kot pomemben del raziščemo tudi optimizacijo parametrov pri različnih modelih in obravnavamo korektnost dobljenih rezultatov

Type of material - undergraduate thesis ; adult, serious

Publication and manufacture - Ljubljana : [K. Kubelj], 2018

Language - slovenian

COBISS.SI-ID - 16251931

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Repository of the University of Ljubljana – RUL

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Other authors
Slavič, Janko, 1978- | Boltežar, Miha

Availability in libraries

Library/institution	City	Acronym	For loan	Other holdings
Faculty of Mechanical Engineering, Ljubljana	Ljubljana	FSLJ	reading room 1 cop.

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Year	Impact factor		Edition		Category		Classification
Year	JCR	SNIP	JCR	SNIP	JCR	SNIP	JCR	SNIP

Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Kubelj, Klemen
Slavič, Janko, 1978-	23010
Boltežar, Miha	02034

Source: Personal bibliographies and: SICRIS

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