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Preučevanje pristopov vodenja redundantnih robotskih mehanizmov : magistrsko delo
ID Šifrer, Jan (Author), ID Knez, Marjetka (Mentor) More about this mentor... This link opens in a new window, ID Petrič, Tadej (Co-mentor)

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Abstract
V tem magistrskem delu si bomo ogledali, kako lahko vodimo redundantni robotski mehanizem. Nalogo bomo začeli z nekaj definicijami, s katerimi bomo opisali, kaj redundantni robotski mehanizem sploh je. Spoznali bomo, da sta za redundantni robotski mehanizem pomembna dva prostora, ki ju bomo matematično tudi opisali. V prvem prostoru so sklepi, v drugem prostoru pa je naloga, ki jo mora mehanizem opraviti. Predstavili bomo osnovno enačbo, ki opiše, kako slikati iz prostora sklepov v prostor nalog, imenovano direktna kinematična enačba. Pogledali si bomo tudi rotacijske matrike in tri pristope, kako te lahko generiramo. Nalogo bomo nato nadaljevali z razdelkom, v katerem si bomo ogledali inverzno kinematično enačbo, ki pove, kako iz prostora nalog slikati v prostor sklepov. Inverzna kinematika nam omogoča vodenje redundantnega robotskega mehanizma, zato bomo v tem razdelku predstavili probleme, ki jih želimo rešiti, in na primerih tudi pokazali, kako to narediti. Za boljše razumevanje si bomo najprej ogledali primere v dvodimenzionalnem prostoru, nato pa si bomo ogledali še rešitve v tridimenzionalnem prostoru, ki jih bomo implementirali tudi na dejanskem robotu.

Language:Slovenian
Keywords:kinematični redundantni manipulator, inverzna diferencialna kinematika, Jacobijeva matrika, singularnosti, psevdoinverz, rotacijske matrike
Work type:Master's thesis/paper
Organization:FMF - Faculty of Mathematics and Physics
Year:2023
PID:20.500.12556/RUL-150700 This link opens in a new window
UDC:519.6
COBISS.SI-ID:164446979 This link opens in a new window
Publication date in RUL:21.09.2023
Views:251
Downloads:44
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Secondary language

Language:English
Title:Studying control approaches for redundant robotic mechanisms
Abstract:
In this master's thesis, we will explore how to control a redundant robotic mechanism. We will begin by providing some definitions to describe what a redundant robotic mechanism is. Further we will explain that there are two essential spaces for a redundant robotic mechanism, which we will also mathematically describe. The first space pertains to the joints, while the second space relates to the tasks the mechanism is intended to perform. We will introduce the fundamental equation that describes how to map from the joint space to the task space, known as the direct kinematic equation. Additionally, we will learn about rotation matrices and discuss three approaches for generating them. Furthermore, we will proceed with a section dedicated to the inverse kinematic equation, which relates to the mapping from the task space back to the joint space. Inverse kinematics enables us to control a redundant robotic mechanism. In a second part of the thesis, we will define problems that we aim to solve and illustrate with examples how to solve them. To deepen the understanding, we will initially explore examples in a two-dimensional space, and subsequently, we will investigate solutions in a three-dimensional space, which we will implement also on an actual robot for practical application.

Keywords:kinematic redundant manipulator, inverse differential kinematics, Jacobian matrix, singularities, pseudoinverse, rotation matrices

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