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Identifikacija dinamskih lastnosti spojev z uporabo nevronskih mrež [Elektronski vir] = Identification of dynamic properties of joints using artificial neural networksKorbar, Jure, 1998- ...Zaradi naraščajočih potreb po zagotavljanju ustreznosti izdelkov v zgodnji fazi razvoja vedno bolj posegamo po metodah virtualnega prototipiranja. Čeprav so slednje z vidika stroškov razvoja bistveno ... bolj ugodne kot izdelava realnih prototipov, je njihova zanesljivost nižja, saj pri virtualnih prototipih pogosto ne poznamo realnih materialnih parametrov in robnih pogojev. Sodobni izdelki so pogosto sestavljeni iz številnih podsklopov oz. komponent, dinamske lastnosti sestava pa so pogojene tako z lastnostmi komponent, kot tudi s povezavami oz. spoji med posameznimi komponentami. S tega vidika lahko preko poznavanja realnih parametrov spojev bistveno povečamo zanesljivost virtualnega prototipa. Ker so lastnosti spojev pogosto odvisne od prednapetja, temperature itd., je karakterizacija spojev predmet eksperimentalnega testiranja. Obstoječe metode za karakterizacijo spojev pogosto zanemarijo vpliv mase spoja ter v večini primerov temeljijo na ocenjevanju kontaktnih frekvenčno-prenosnih funkcij (FPF) ali pa zahtevajo veliko število meritev. V tem delu je predstavljena nova metodologija, ki z uporabo nevronskih mrež na podlagi FPF-jev omogoča karakterizacijo spojev z manjšim naborom meritev, kot jih zahtevajo obstoječe metode.Source: Kuhljevi dnevi 2023 [Elektronski vir] : zbornik del : Bled, 21.–22. september 2023 (Str. 119-126)Type of material - conference contribution ; adult, seriousPublish date - 2023Language - slovenianCOBISS.SI-ID - 165931267
Author
Korbar, Jure, 1998- |
Ocepek, Domen, inženir strojništva |
Čepon, Gregor |
Boltežar, Miha
Topics
identifikacija spojev |
dinamsko podstrukturiranje |
frekvečno podstrukturiranje |
nevronske mreže |
joint identification |
dynamic substructuring |
frequency-based substructuring |
artificial neural networks
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| Year | Impact factor | Edition | Category | Classification | ||||
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| JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP | |
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DRS, in which the journal is indexed
| Database name | Field | Year |
|---|
| Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
|---|---|
| Korbar, Jure, 1998- | 56844 |
| Ocepek, Domen, inženir strojništva | 53664 |
| Čepon, Gregor | 25798 |
| Boltežar, Miha | 02034 |
Source: Personal bibliographies
and: SICRIS
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