Options
Tile quality detection device : Internet of Things (IoT) demonstration prototype
Citation Link: https://doi.org/10.15480/882.9654
Publikationstyp
Conference Paper
Date Issued
2024
Sprache
English
Author(s)
Pacnik, Danijel
Pregl, Jessica
Müller, Maximilian
Leitner, Simone
TORE-DOI
Volume
1
Start Page
209
End Page
215
Citation
9th International Conference on Internet of Things, Big Data and Security, IoTBDS 2024
Contribution to Conference
Publisher DOI
Scopus ID
Publisher
SciTePress - Science and Technology Publications, Lda.
ISBN
978-989-758-699-6
In this paper we present the development of a quality tile detection device for the Internet of Things (IoT) demonstration in a prototype for educational purposes. For this an Arduino UNO microcontroller is used, and the prototype is chosen after an initial design process, together with suitable tile parts, that imitate possible real tiles in a production line in the downscaled prototype. The Artificial Intelligence (AI) task of pattern detection is performed by a Matlab script. Finally, the Arduino, that controls the conveyor belt and the switch of the tile quality detection device is linked to the Matlab Script, that controls the picture detection and AI-script evaluation on the PC and its backcoupling to the Arduino, yielding a semi-automatic tile quality checking procedure with a human in the loop.
Subjects
Arduino UNO
IoT-Prototype
Matlab
Microcontroller
Pattern Detection
Tile Quality Check
DDC Class
004: Computer Sciences
621.3: Electrical Engineering, Electronic Engineering
670: Manufacturing
370: Education
Publication version
publishedVersion
Loading...
Name
126340.pdf
Size
2.78 MB
Format
Adobe PDF