Application of Computer Vision in Education in Mechatronic Control System (CROSBI ID 712382)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
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