Digitalni dvojčki v procesih preoblikovanja kovin

Miklič, Benjamin (author), Pepelnjak, Tomaž (mentor)

Digitalni dvojčki predstavljajo pomembno tehnologijo digitalizacije proizvodnje in enega izmed ključnih gradnikov sodobne industrije. V diplomskem delu je bila izvedena analiza njihove uporabe pri preoblikovanju pločevine in masivnem preoblikovanju na podlagi pregleda znanstvenih člankov. Ugotovljeno je bilo, da omogočajo napovedovanje napak, optimizacijo procesnih parametrov in izboljšanje kakovosti izdelkov, njihov nadaljnji razvoj pa je tesno povezan z umetno inteligenco in naprednimi metodami obdelave podatkov.

• Language: Slovenian
• Keywords: digitalni dvojčki, preoblikovanje, preoblikovanje pločevine, masivno preoblikovanje, industrija 4.0
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FS - Faculty of Mechanical Engineering
• Place of publishing: Ljubljana
• Publisher: [B. Miklič]
• Year: 2026
• Number of pages: XI, 38 f.
• PID: 20.500.12556/RUL-185849
• UDC: 621.98:004.4(043.2)
• COBISS.SI-ID: 288461571
• Publication date in RUL: 21.08.2026

Secondary language

• Language: English
• Title: Digital twins in metal forming processes

Abstract

Digital twins represent an important technology for the digitalization of manufacturing and one of the key building blocks of modern industry. This thesis presents an analysis of their application in sheet metal forming and bulk metal forming based on a review of scientific articles. The results show that digital twins enable defect prediction, process parameter optimization, and improvements in product quality. Their further development is closely related to artificial intelligence and advanced data processing methods.

• Keywords: digital twins, forming, sheet metal forming, bulk forming, industry 4.0