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Object Detection on Robotic Workplace Using Two Kinects
Dragúň, Peter ; Beran, Jan (referee) ; Rozman, Jaroslav (advisor)
This thesis deals with the use of a multi-depth camera Microsoft Kinect V2 for object pose estimation. The main emphasis is on calibration, including mutual and also calibration of a single camera. Which is critical for correct transformation. The theoretical part thesis describes methods for object detection and their pose estimation in space using the robotic operating system. The practical part thesis describes resolving issues with USB saturation by adding a single board computer based on ARM architecture for secondary Kinect.
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Robotic Arm Exploiting RC Components and Servos
Bobčík, Petr ; Kapinus, Michal (referee) ; Zemčík, Pavel (advisor)
Cílem této práce bylo postavit vlastní robotické rameno, s využitím RC komponent, serv a dodat k němu i vlastní uživatelské rozhraní, které umožní jeho řízení. Součástí řešení bylo také opatřit robotické rameno potřebnou senzoriku, která by umožnila jistou míru autonomnosti. Pro mé řešení jsem se rozhodl upravil již existující design robotického ramene, s pěti stupni volnosti, založeném na krokových motorech. Přidal jsem senzory, jako je akcelerometr, enkodér, měřič proudu, laserové měření vzdálenosti a kameru. Na základě těchto senzorů je robotické rameno schopné detekovat náraz, pozici odpojených motorů, uchopení předmětu uchopovacím mechanizmem nebo měřit vzdálenost předmětu v prostoru za účelem inverzní kinematiky. Vytvořil jsem také jednoduché uživatelské rozhraní, které umožňuje tři typy ovládání, jako je ovládání jednotlivých kloubů samostatně, autonomně s využitím kamery nebo ručním napozicováním.
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Data Analysis for Predictive Maintenance of a Robotic Arm
Žitný, Roland ; Rozman, Jaroslav (referee) ; Janoušek, Vladimír (advisor)
The Mitsubishi MELFA robotic arms used in modern factories work almost without interruption and produce sensory data about their operation. Various analysis techniques can be applied to such data for predictive maintenance, which provide information on the condition and maintenance needs of such robotic arms. The proposed predictive maintenance process consists of a sensory data acquisition system using the slmpclient and mitsubishi-monitor libraries, an analysis method system with anomaly detection using a convolutional autoencoder, anomaly classification using convolutional neural networks, and data segmentation into segments of individual robot actions using hidden Markov models. Such analysis techniques provide information on the severity, type, and location of emerging faults and abnormalities in behavior, which then determine the time required to perform the required maintenance. This work presents a created chain of predictive maintenance processes, where the obtained findings provide valuable insights into the application of predictive maintenance of Mitsubishi MELFA robotic arms in an industrial environment.
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Design of a chess manipulator
Novák, Tomáš ; Parák, Roman (referee) ; Cejpek, Zdeněk (advisor)
The bachelor’s thesis deals with a design and realization of a chess manipulator and its controlling through a graphical user-friendly interface. The theoretical part is divided into two sections, a brief insight into manipulation technique and a more in-depth characteristic of robotic manipulators. The practical part focuses on the chosen chess set and a concept of the robotic manipulator. The following parts then describe the structural units, motor and control units and electronic components. Additionally involves the practical part the design and implementation of the manipulator via the Arduino and the user interface. In the final part is created a functional model and designed possible future improvements and development.
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System with Model Servos
Jablonický, Jaroslav ; Nosko, Svetozár (referee) ; Zemčík, Pavel (advisor)
This work is focused on exploring how to control modeling servos by computers. It will also serve as an overview or a guide for beginners. The work includes the design of a simple robot, more precisely it is a simple robotic hand, but in particular it contains control designs from different platforms using different means. Finally, there are recommendations for each platform.
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Robotic arm control
Pochlopeň, Timotej ; Petyovský, Petr (referee) ; Macho, Tomáš (advisor)
This thesis deals with microprocessor system, which be intended for control of robotic arm by RC servos. The first part includes familiarization with the problems of controlling the robot. The second part contains proposal of microcontroller and electronics necessary for communication with personal computer and creating scheme and printed circuit board. The last part of this work is devoted to software of microcontroller.
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Device/Robot Exploiting RC Compoents and Servos
Václavič, Jiří ; Španěl, Michal (referee) ; Zemčík, Pavel (advisor)
The aim of this work was to build a simple robotic device. An important part of the solution is the study of existing devices and methods of their control using a computer. It was necessary to understand the principles of control of hobby servomotors and other necessary technologies. Using the acquired knowledge, a robotic arm is designed and constructed, which is modeled and then printed on a 3D printer. The control of individual servomotors is provided by Arduino Uno microprocessor device. The robotic manipulator can be controlled by moving your own arm, which used an Azure Kinect DK depth camera. The entire software is operated using a graphical user interface using asynchronous processes in C ++.
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Design of the endpoint trajectory of the robotic arm using the virtual point method
Bubeník, Ľubomír ; Blaha, Petr (referee) ; Pivoňka, Petr (advisor)
The diploma thesis deals with a new approach to create a robotic arm trajectory. The first part descibes existing methods of trajectory planning. The second part shows virtual point method, implementation of the trajectory planning into the web environment and trajectory generation. Third part descibes the virtual robot model and designed comunnication protocols. The fourth part shows grafical user interface and his posibilities. The last part presents implemention of web aplication into industrial visualization.
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