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Title:Razvoj sistema za prepoznavo in manipulacijo valjčkov z uporabo strojnega vida in industrijskega robota : magistrsko delo
Authors:ID Kavčič, Miha (Author)
ID Gotlih, Janez (Mentor) More about this mentor... New window
ID Hace, Aleš (Mentor) More about this mentor... New window
ID Belšak, Rok (Comentor)
Files:.pdf MAG_Kavcic_Miha_2026.pdf (9,41 MB)
MD5: C9C31A3564A881BF4516784E8F8028F0
 
.zip MAG_Kavcic_Miha_2026.zip (417,36 MB)
MD5: 83EEF2A72D79D97456E3348A14FE55F5
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FS - Faculty of Mechanical Engineering
Abstract:V tem magistrskem delu je predstavljen razvoj sistema za prepoznavo in manipulacijo valjčkov z uporabo strojnega vida in industrijskega robota. Sistem temelji na uporabi fiksno nameščene kamere, programske opreme za obdelavo slik ter industrijskega robota, ki omogoča prijemanje in premeščanje obdelovancev na delovni površini. Zajete slike se obdelajo v programu za strojni vid na prenosnem računalniku. Podatki se nato preko komunikacijskega vmesnika posredujejo robotskemu krmilniku. Razvoj sistema je potekal najprej v simulacijskem okolju, nato pa še v realni robotski celici, kjer je bila izvedena tudi konstrukcija namenske mizice za stabilno namestitev kamere in osvetlitve. Poseben poudarek je bil namenjen natančnosti zaznavanja, kalibraciji koordinatnega sistema ter zanesljivi komunikaciji med računalnikom in robotom.
Keywords:strojni vid, industrijski robot, ABB IRB 1200, RS232, RobotStudio, manipulacija.
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[M. Kavčič]
Year of publishing:2026
Number of pages:1 spletni vir (1 datoteka PDF (XV, 71 f.))
PID:20.500.12556/DKUM-97496 New window
UDC:007.52:621.86(043.2)
COBISS.SI-ID:275543555 New window
Publication date in DKUM:01.04.2026
Views:213
Downloads:43
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:13.03.2026

Secondary language

Language:English
Title:Development of a system for detection and handling of workpieces using machine vision and an industrial robot
Abstract:This master’s thesis presents the development of a system for the detection and manipulation of cylindrical objects using machine vision and an industrial robot. The system is based on a fixed camera, image processing software, and an industrial robot enabling the gripping and handling of workpieces on the working surface. The acquired images are processed using machine vision software on a laptop computer, and the resulting data are transmitted to the robot controller via a communication interface. The system was first developed and validated in a simulation environment and subsequently implemented in a real robotic cell, where a custom-designed table for the stable mounting of the camera and lighting was designed and constructed. Particular emphasis was placed on detection accuracy, coordinate system calibration, and reliable communication between the computer and the robot.
Keywords:machine vision, industrial robot, ABB IRB 1200, RS232, RobotStudio, manipulation.


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