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Potiskanje objektov z robotom
ID Korošec, Luka (Author), ID Podobnik, Janez (Mentor) More about this mentor... This link opens in a new window

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Abstract
V zadnjih letih je uporaba robotov v industriji zelo narasla. Roboti so hitrejši, natančnejši in močnejši od ljudi, poleg tega pa lahko delajo neprekinjeno. Toda v nekaterih primerih manipulacije z objekti smo ljudje boljši od robotov. Primer take manipulacije je potiskanje objektov. Ljudje to delamo skoraj podzavestno, ampak med potiskanjem ves čas opazujemo objekt in delamo majhne popravke glede sile in smeri potiskanja, da lahko objekt premaknemo na želeno mesto. Roboti seveda nimajo takih čutil, zato je pri potiskanju objektov z robotom potrebno iskati drugačne rešitve. V diplomski nalogi je opisano kako lahko ta problem rešimo z uporabo zaprte zanke. Z uporabo kamere in robota smo razvili algoritem, ki vodi robota tako, da ta potisne objekt do cilja. Skozi poglavja je opisano vse od komunikacije z robotom do obdelave slik ter problemov, ki so se pojavili med razvojem algoritma. Na koncu je bilo izvedenih tudi nekaj preizkusov, s katerimi smo preverili uspešnost in natančnost potiskanja.

Language:Slovenian
Keywords:robotika, potiskanje objektov, računalniški vid, obdelava slik, zaprtozančno vodenje
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FE - Faculty of Electrical Engineering
Year:2026
PID:20.500.12556/RUL-187019 This link opens in a new window
COBISS.SI-ID:291128579 This link opens in a new window
Publication date in RUL:08.09.2026
Views:71
Downloads:13
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Secondary language

Language:English
Title:Pushing objects by robot
Abstract:
The use of robots in industrial applications has increased significantly in recent years. Robots are faster, more precise, and stronger than humans, and they are capable of operating continuously without interruption. Nevertheless, humans still outperform robots in certain object manipulation tasks. One such task is object pushing. Humans perform this task almost intuitively by continuously observing the object and making small adjustments to the applied force and pushing direction, allowing the object to be moved accurately to the desired location. Since robots do not possess such sensory capabilities, alternative methods must be developed to enable reliable object pushing. This bachelor's thesis presents a solution to this problem based on closed-loop control. By integrating a camera with a robotic manipulator, an algorithm was developed to guide the robot in pushing an object to a predefined target location. The thesis describes the complete development process, including communication with the robot, image acquisition and processing, and the challenges encountered during the development of the control algorithm. Finally, a series of experiments was conducted to evaluate the effectiveness and positioning accuracy of the proposed object-pushing approach.

Keywords:robotics, object pushing, computer vision, image processing, closed-loop control

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