Pregled bibliografske jedinice broj: 539132
An Innovative Vision System for Automatic Tool Wear Classification
An Innovative Vision System for Automatic Tool Wear Classification // AMST'11 Advanced Manufacturing Systems and Technology / Kuljanić, Elso (ur.).
Udine, 2011. str. 283-294 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 539132 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
An Innovative Vision System for Automatic Tool Wear Classification
Autori
Sortino, M. ; Belfio, S. ; Totis, G. ; Kuljanić, Elso
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
AMST'11 Advanced Manufacturing Systems and Technology
/ Kuljanić, Elso - Udine, 2011, 283-294
ISBN
978-953-6326-64-8
Skup
9th International Conference on Advanced Manufacturing Systems and Technology AMST'11
Mjesto i datum
Mali Lošinj, Hrvatska, 16.06.2011. - 17.06.2011
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
TCM; Vision system; Tool wear classification
Sažetak
An innovative approach for automatic tool wear classification based on comparison between images of the tool in unworn and worn condition is presented. The algorithm is based on multiple image comparison methods such as chromatic comparison and statistical correlation. The algorithm parameters were optimized using genetic algorithms and training images. In order to validate the approach, the methods were tested on over 600 test images and its reliability and accuracy were detrmined. From the data analysis, it emerged that this approach is not suitable for reliable tool wear measuremnt, however it can be effectively applied for tool wear classification.
Izvorni jezik
Engleski
Znanstvena područja
Strojarstvo
POVEZANOST RADA
Projekti:
069-0692976-1738 - Istraživanje visokoproduktivnih obrada na inteligentnim obradnim sustavima (Kuljanić, Elso, MZOS ) ( CroRIS)
Ustanove:
Tehnički fakultet, Rijeka
Profili:
Elso Kuljanić
(autor)
