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FME Transactions
2017, vol. 45, br. 4, str. 620-629
jezik rada: engleski
vrsta rada: neklasifikovan
doi:10.5937/fmet1704620R


Višeciljni optimizacioni model za minimiziranje troškova, vremena ciklusa i emisije Co2 u automatskom skladišnom sistemu
aUniverzitet u Beogradu, Mašinski fakultet
bUniversity of Maribor, Faculty of Mechanical Engineering, Slovenia

e-adresa: gospodin.rajkovic@gmail.com

Sažetak

U predstavljenom radu, diskutovano je i vršena je evaluacija višeciljne optimizacije automatskih skladišnih sistema. S obzirom da je većina istraživača u oblasti manipulacije materijalom i logistici, vršila optimizaciju promenljivih samo sa jednom funkcijom cilja (najčešće je to funkcija minimalno vreme ciklusa, maksimalni intenzitet opsluživanja, minimalna cena, tj. troškovi, maksimalna energetska efikasnost, itd.), predložen je model višeciljne optimizacije (sa trima funkcijama cilja: minimalni troškovi - minimalno vreme ciklusa - minimalna emisija CO2, odnosno maksimalna energetska efikasnost). Za optimizaciju promenljivih u funkcijama cilja, korišćeni su genetski algoritmi. Da bismo pronašli optimalna Pareto rešenja, upotrebili smo NSGA II genetske algoritme. Glavni zadatak našeg doprinosa jeste da se utvrde performanse automatskog skladišnog sistema, u skladu sa procedurom višeciljne optimizacije. Rezultati predloženog modela, mogu biti od koristi projektantima u ranim fazama projektovanja automatskog skladišnog sistema.

Ključne reči

warehousing; automated storage and retrieval systems; multiobjective optimization; performance analyses

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