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Application of Computer Vision in Education in Mechatronic Control System (CROSBI ID 712382)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Tudić, Vladimir ; Stančić, Adam ; Kralj, Damir ; Tropčić, Tomislav Application of Computer Vision in Education in Mechatronic Control System // 2022 ELEKTRO / Hockicko, Peter et al. (ur.). Red Hook (NY): Curran Associates, 2022. doi: 10.1109/ELEKTRO53996.2022.9803616

Podaci o odgovornosti

Tudić, Vladimir ; Stančić, Adam ; Kralj, Damir ; Tropčić, Tomislav

engleski

Application of Computer Vision in Education in Mechatronic Control System

The application of computer vision in mechatronics today is becoming one of the most significant and fastest growing areas of science and technology. More and more applications are expected in the future. It is important that modern mechatronics engineers are familiar with these types of simple and affordable programmable control systems. This paper describes a mechatronic educational prototype “ball and plate”, with adjustable configuration parameters of the open- source control system created in the Python Open CV library. Through the phases of computer-aided design, positions for the educational prototype were created in 3D print techniques and an experimental manageable platform with camera feedback was presented. The goal is to control the position of the ball by changing the set-point position. Mechatronic system with two degrees of freedom, uses computer vision USB HD camera as feedback and DC servomotors as actuators. The Python script based open-source control system allows varying the color, PID controller parameters and indirect controlling the position of servomotors through PWM signals using the Arduino platform. This allows students to create and test position control algorithms for different shapes and colors of round objects. The presented mechatronic platform is suitable for students to expand their educational goals in understanding the meaning of computer vision in mechatronics and understanding the working principles of PID controller feedback.

computer vision ; Python ; USB HD camera ; PWM ; ball and plate ; education

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Podaci o prilogu

21844668

2022.

objavljeno

10.1109/ELEKTRO53996.2022.9803616

Podaci o matičnoj publikaciji

2022 ELEKTRO

Hockicko, Peter et al.

Red Hook (NY): Curran Associates

978-1-6654-6727-8

2198-4190

2691-0616

Podaci o skupu

14th International Conference ELEKTRO 2022

poster

23.05.2022-26.05.2022

Kraków, Poljska

Povezanost rada

Trošak objave rada u otvorenom pristupu

Elektrotehnika, Informacijske i komunikacijske znanosti, Računarstvo, Strojarstvo, Temeljne tehničke znanosti

Poveznice
Indeksiranost