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master's thesis
Automatizirana optička analiza procesa razvoja tiskanih pločica
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2021. urn:nbn:hr:235:812867
Vlahović, Stjepan
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

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Vlahović, S. (2021). Automatizirana optička analiza procesa razvoja tiskanih pločica (Master's thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:812867

Vlahović, Stjepan. "Automatizirana optička analiza procesa razvoja tiskanih pločica." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:235:812867

Vlahović, Stjepan. "Automatizirana optička analiza procesa razvoja tiskanih pločica." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:235:812867

Vlahović, S. (2021). 'Automatizirana optička analiza procesa razvoja tiskanih pločica', Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 24 April 2024, https://urn.nsk.hr/urn:nbn:hr:235:812867

Vlahović S. Automatizirana optička analiza procesa razvoja tiskanih pločica [Master's thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2021 [cited 2024 April 24] Available at: https://urn.nsk.hr/urn:nbn:hr:235:812867

S. Vlahović, "Automatizirana optička analiza procesa razvoja tiskanih pločica", Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:235:812867

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Metadata
TitleAutomatizirana optička analiza procesa razvoja tiskanih pločica
Title (english)Automated optical analysis of the printed circuit board development process
AuthorStjepan Vlahović
MentorTomislav Stipančić (mentor)
Committee memberBojan Jerbić (predsjednik povjerenstva)
Committee memberTomislav Stipančić (član povjerenstva)
Committee memberZoran Kunica (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2021-07-14, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Production Mechanical Engineering
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Artificial Intelligence
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Automation and Robotics
Abstract
U ovom radu se osmislila proizvodna linija s tehnologijom površinskog montiranja (SMT) te su se obradile greške koje se mogu javiti prilikom rada iste. S obzirom na najčešće greške koje se javljaju u praksi, u osmišljenu SMT proizvodnu liniju nadodao se sustav automatske optičke inspekcije (AOI). Međutim, dodatak novog sustava u već postojeću proizvodnu liniju nije jednostavan pothvat. Iz tog razloga se razvio i implementirao algoritam, na bazi konvolucijskih neuronskih mreža (CNN), koji prepoznaje specifičnu grešku.
Abstract (english)
In this paper, a production line with surface mounting technology (SMT) was designed and the errors that may occur during its operation were analyzed. Given the most common errors that occur in practice, an automatic optical inspection system (AOI) was added to the designed SMT production line. However, adding a new system to an existing production line is not an easy undertaking. For this reason, an algorithm based on convolutional neural networks (CNN), which recognizes a specific error, has been developed and implemented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:812867
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
RepositoryRepository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb
Created on2021-07-08 08:57:32

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