Mobilni robotski sistem za uporabo v rastlinjakih

SEMOLIČ, MATEVŽ (author), Mihelj, Matjaž (mentor), Šlajpah, Sebastjan (comentor)

V kmetijstvu sta se z napredkom v tehnologiji avtomatizacija in robotizacija začeli implementirati z velikim zagonom. Glavni cilj implementacije robotov je opravljanje monotonih del, ki zavzamejo največ časa. Največjo prednost pri obdelavi kmetijskih površin predstavljajo mobilni sistemi, ki imajo s pravilno zasnovo neomejeno območje delovanje. Magistrsko delo zajema zasnovo in razvoj mobilne platforme namenjene uporabi v rastlinjaku. Nalogo smo začeli s pregledom obstoječih tehnologij in robotskih sistemov namenjenih za delovanje v rastlinjaku. Po pregledu tehnologij smo preučili obstoječe kolesne sisteme. Izbrali smo diferencialni pogon za zmožnost gibanja med vrstami rastlin in osrednjih delih rastlinjaka. V ta namen smo sestavili pogonska in večsmerna kolesa z dodatnimi 3D natisnjenimi platišči in obdelanimi osmi. Izdelavi in pripravi podvozja je sledila zasnova in konstrukcija mobilne platforme v programu za modeliranje. Ogrodje smo na podlagi 3D modela sestavili iz aluminijastih profilov. Definirali smo zahteve napajanja uporabljene strojne opreme in izbrali ustrezne komponente za sestavo baterije. Povezave smo izrisali z uporabo programa za risanje električnih shem in jih izvedli. Vse komponente smo pritrdili in zaprli v aluminijasto ohišje. Za pogon smo uporabili dva servo-motorja podjetja Beckhoff, nizkonivojsko vodena s programskim okoljem TwinCAT in programljivim logičnim krmilnikom. Izvedli smo preračunavanje kinematike in odometrije, ki smo ju uporabili pri krmiljenju platforme. Na računalnik smo naložili robotski operacijski sistem za visokonivojsko vodenje, v katerem smo s programiranjem vozlišč omogočili krmiljenje platforme na daljavo in njeno avtonomno vožnjo. Z uporabo laserskih senzorjev podjetja SICK smo implementirali varnost delovanja mobilne platforme. Izvedli smo obdelavo prejetih podatkov in z njihovimi vrednostmi omejili premike platforme v rastlinjaku. Senzorja smo dodatno uporabili za zaznavo konca vrste v rastlinjaku. Delovanje mobilne platforme smo s pritrditvijo kamer testirali v rastlinjaku in potrdili ustreznost delovanja.

• Language: Slovenian
• Keywords: mobilni robot, varnost, rastlinjak, ROS, krmiljenje, diferencialni pogon
• Work type: Master's thesis/paper
• Organization: FE - Faculty of Electrical Engineering
• Year: 2022
• PID: 20.500.12556/RUL-143275
• COBISS.SI-ID: 133794819
• Publication date in RUL: 12.12.2022

Secondary language

• Language: English
• Title: Mobile robotic system for greenhouse applications

Abstract

In agriculture, technological advances have given automation and robotics a significant boost. The main objective of implementing robots is to perform monotonous tasks that take up most of the time. The most significant advantage in the cultivation of agricultural land represent mobile systems, which, with the right design, have an unlimited range of operation. The master thesis covers the design and development of a mobile platform for use in a greenhouse. The work started with a review of existing technologies and robotic systems designed for greenhouse operations. After the review of the technologies, we examined the existing wheeled systems. We selected the differential drive for its ability to move between plant rows and central parts of the greenhouse. For this purpose, we assembled a drive and omnidirectional wheels with additional 3D-printed rims and machined axles. The design and development of the chassis were followed by the design and construction of the mobile platform in modelling software. The frame was assembled from aluminium profiles based on the 3D model. We defined the power requirements of the hardware used and selected the appropriate components for the battery assembly. The connections were drawn using an electrical schematic drawing program and implemented. All components were fixed and enclosed in an aluminium housing. For the drive, we used two servo motors from Beckhoff, low-power controlled with the TwinCAT software environment and a programmable logic controller. We performed kinematics and odometry calculations, which were used to control the platform. We loaded a high-level robotic operating system on the computer, where we programmed the nodes to allow remote control of the platform and its autonomous driving. Using laser sensors from SICK, we implemented safety in the operation of the mobile platform. We processed the received data and used their values to limit the movements of the platform in the greenhouse. We additionally used the sensors to detect the end of the row in the greenhouse. We tested the operation of the mobile platform by mounting cameras in the greenhouse and confirmed that it was working as expected.

• Keywords: mobile robot, safety, greenhouse, ROS, control, differential drive