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Title:Napovedovanje izdelovalnega časa ročajev filtrnih plošč v podjetju Isokon d.o.o. : magistrsko delo
Authors:ID Golub, Aljaž (Author)
ID Ficko, Mirko (Mentor) More about this mentor... New window
ID Klančnik, Simon (Comentor)
ID Stanojević, Sašo (Comentor)
Files:.pdf MAG_Golub_Aljaz_2018.pdf (2,68 MB)
MD5: E3AD8E97B066644DB48217B1DA1755F9
PID: 20.500.12556/dkum/e64aa3d6-7ce9-4f98-a994-5757581af4e0
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:Magistrsko delo vsebuje izdelavo napovedi izdelovalnega časa rezkanja ročajev za filter plošče v podjetju Isokon d. o. o. na osnovi predhodno izvedenih naročil. Napoved smo pripravili s statistično metodo večkratne regresije in metodo nevronske mreže. Izbrali smo vplivne veličine, ki vplivajo na čas izvedbe že izvedenih primerov ročajev filtrnih plošč, in pridobili njihove dejanske izdelovalne čase. Pridobljeni izdelovalni časi so skupaj z vplivnimi veličinami služili za izdelavo napovedi z nevronskimi mrežami in večkratno regresijo. Ugotovili smo, da je napoved primerna predvsem za določen razred izdelkov s podobno izdelovalno tehnologijo.
Keywords:rezkanje, napoved izdelovalnega časa, večkratna regresija, nevronska mreža
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[A. Golub]
Year of publishing:2018
Number of pages:IX, 44 f.
PID:20.500.12556/DKUM-72027 New window
UDC:621.941.28(043.2)
COBISS.SI-ID:22190102 New window
NUK URN:URN:SI:UM:DK:FB33W3EO
Publication date in DKUM:27.09.2018
Views:1361
Downloads:162
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FS
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:07.09.2018

Secondary language

Language:English
Title:Prediction of production time for handles of the filter plates in the company Isokon d.o.o.
Abstract:My master work contains the production of working time prediction, that we need for milling the handles that are used for filter plates in the Isokon d. o. o. company. The prediction was prepared with the two statistical methods: multiple regression and neural network. We have chosen the influential information, that impact the production time of already performed filter plate handles. We obtained their real production time. The gained producing times together with influential data served for production prognosis with neural network and multiple regression. We figured out that the prognosis is appropriate basically for the specific type of products with similar production technology.
Keywords:milling, prediction of manufacturing time, multiple regression, neural network


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