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Pregled bibliografske jedinice broj: 601063

Optimality search and advanced regulation method of nc milling


Čuš, Franci; Veža, Ivica; Paulić, Matej; Irgolić, Tomaž
Optimality search and advanced regulation method of nc milling // Annals of DAAAM for 2012. & Proceedings of the 23rd International DAAAM Symposium / Katalinić, Branko (ur.).
Beč: DAAAM International Vienna, 2012. str. 943-946 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 601063 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Optimality search and advanced regulation method of nc milling

Autori
Čuš, Franci ; Veža, Ivica ; Paulić, Matej ; Irgolić, Tomaž

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Annals of DAAAM for 2012. & Proceedings of the 23rd International DAAAM Symposium / Katalinić, Branko - Beč : DAAAM International Vienna, 2012, 943-946

ISBN
978-3-901509-91-9

Skup
23rd International DAAAM Symposium Intelligent Manufacturing & Automation: Focus on Sustainability

Mjesto i datum
Zadar, Hrvatska, 24.10.2012. - 27.10.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Milling; Neural Network; Regulation; Cutting Forces; Numerical Control

Sažetak
Owing to increasing demands and reduce of human impact on milling processes it is necessary that they are regulated and controlled by new regulation methods. In this article neural network method is described and represented on a concrete milling example. Neural network is developed and tested on measured cutting forces which occur in main coordinates. Neural network is formed to predict best cutting parameters and develop new one if necessary. With this method all logical reflection belongs to computer and trained neural network. Those methods reduce human impact and give us better results than standard optimization. During milling process neural network is trained for so long, that relative error is reduced to minimum. Relative error reduction to required values give us better final tolerance results after milling process and help us to increase milling process to higher intelligent level.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekti:
023-0231926-2194 - Tehnološko-organizacijsko optimiranje kompetencijske stanice

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split

Profili:

Avatar Url Ivica Veža (autor)


Citiraj ovu publikaciju:

Čuš, Franci; Veža, Ivica; Paulić, Matej; Irgolić, Tomaž
Optimality search and advanced regulation method of nc milling // Annals of DAAAM for 2012. & Proceedings of the 23rd International DAAAM Symposium / Katalinić, Branko (ur.).
Beč: DAAAM International Vienna, 2012. str. 943-946 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Čuš, F., Veža, I., Paulić, M. & Irgolić, T. (2012) Optimality search and advanced regulation method of nc milling. U: Katalinić, B. (ur.)Annals of DAAAM for 2012. & Proceedings of the 23rd International DAAAM Symposium.
@article{article, author = {\v{C}u\v{s}, Franci and Ve\v{z}a, Ivica and Pauli\'{c}, Matej and Irgoli\'{c}, Toma\v{z}}, editor = {Katalini\'{c}, B.}, year = {2012}, pages = {943-946}, keywords = {Milling, Neural Network, Regulation, Cutting Forces, Numerical Control}, isbn = {978-3-901509-91-9}, title = {Optimality search and advanced regulation method of nc milling}, keyword = {Milling, Neural Network, Regulation, Cutting Forces, Numerical Control}, publisher = {DAAAM International Vienna}, publisherplace = {Zadar, Hrvatska} }
@article{article, author = {\v{C}u\v{s}, Franci and Ve\v{z}a, Ivica and Pauli\'{c}, Matej and Irgoli\'{c}, Toma\v{z}}, editor = {Katalini\'{c}, B.}, year = {2012}, pages = {943-946}, keywords = {Milling, Neural Network, Regulation, Cutting Forces, Numerical Control}, isbn = {978-3-901509-91-9}, title = {Optimality search and advanced regulation method of nc milling}, keyword = {Milling, Neural Network, Regulation, Cutting Forces, Numerical Control}, publisher = {DAAAM International Vienna}, publisherplace = {Zadar, Hrvatska} }




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