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Razvoj sistema za sledenje in analitiko obdelovalnih sistemov : magistrsko deloKralj, David, strojnikV današnjem času so proizvodna podjetja soočena z dinamičnimi spremembami trga in pritiski vse večje globalne konkurence. Na drugi strani kupci od proizvajalcev pričakujejo kakovost, kratke dobavne ... roke ter ustrezne cene proizvodov, ob dejstvu, da se velikost serij zmanjšuje, kompleksnost proizvodov in proizvodnih procesov pa povečuje. Zaradi omenjenih tržnih razmer je potreben prehod iz klasične ureditve tovarne v "pametno" tovarno. V nalogi je predstavljen eden od možnih načinov kot model vodenja proizvodnje, ki vključuje analitiko velikih podatkov, ki se generirajo tekom proizvodnje. Funkcija analitike velikih podatkov odkriva novo in potencialno uporabno znanje v podatkovnih bazah, ki služi za podporo odločanju pri vodenju proizvodnje. Za demonstracijo uporabnosti predlaganega pristopa je v nalogi izdelana študija primera analitike procesnih podatkov proizvodnje brizganja plastičnih izdelkov. Uporabljena je metoda odločitvenih dreves za ugotavljanje vzrokov za zastoje na strojih za brizganje. V nalogi je konkretno za podjetje ETI PROPLAST d.o.o. predlagan model analitike velikih podatkov in plan njegove vpeljave v proizvodni sistem podjetja.Type of material - master's thesis ; adult, seriousPublication and manufacture - Ljubljana : [D. Kralj], 2016Language - slovenianCOBISS.SI-ID - 14842651
Author
Kralj, David, strojnik
Other authors
Sluga, Alojzij
Topics
magistrske naloge |
avtonomni delovni sistem |
vodenje proizvodnje |
veliki podatki |
rudarjenje podatkov |
brizganje plastičnih izdelkov |
autonomous work system |
manufacturing operations management |
big data |
data mining |
injection moulding of plastic products
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Faculty of Mechanical Engineering, Lj. | M KRALJ D. Razvoj IN: 00059657 |
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Kralj, David, strojnik | ![]() |
Sluga, Alojzij | 00799 |
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