Naslov
Increasing the Production Productivity with Artificial Bee Colony Optimisation Method

Autori
Pezer, Danijela

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

Izvornik
Advances of Manufacturing II - Volume 1 - Solutions for Industry 4.0 / Trojanowska, Justyna ; Ciszak, Olaf ; Mendes Machado, José ; Pavlenko, Ivan - Cham : Springer, 2019, 48-61

ISBN
978-3-030-18715-6

Skup
International Scientific-Technical Conference MANUFACTURING

Mjesto i datum
Poznań, Poljska, 19.05.2019. - 22.05.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Optimisation ; Artificial Bee Colony ; Ant Colony ; Drilling

Sažetak
In this paper, the tool path length minimisation or reduction of tool path total time was considered. The main goal is optimisation of tool path length on the selected technological task, where is need to drill a large number of holes and Artificial Bee Colony (ABC) optimisation method was used. The results, (achieved by criteria of minimum tool path) leads to saving of the technological time and reducing the total costs of production. Proposed algorithm gives the sustainable results, and it is reliable for the use. The solution achieved by the ABC algorithm was implemented in the MATLAB program and for validation of its performance it was compared with Ant Colony Optimisation (ACO) algorithm, CAMConcept software and with the result achieved by manual programming. The drilling simulation was performed using the EMCO WinNC educational program for the Sinumerik 840D Mill control unit.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

Napomena
The article is a part (book chapter) of the
Lecture Notes in Mechanical
Engineering (LNME) book series: Advances of
Manufacturing II - Volume 1 - Solutions for
Industry 4.0

POVEZANOST RADA