Authors:
Bernhard Heiden
1
;
2
;
Danijel Pačnik
1
;
Jessica Pregl
1
;
Maximilian Müller
1
;
Simone Leitner
1
;
Volodymyr Alieksieiev
3
and
Bianca Tonino-Heiden
2
Affiliations:
1
Industrial Engineering and Management Studiengang, University of Applied Sciences, Europastrasse 4, 9524 Villach, Austria
;
2
Institute of Philosophy, University of Graz, Heinrichstrasse 26/V, 8010 Graz, Austria
;
3
Institute of Production Management and Technology, Hamburg University of Technology, Denickestrasse 17, 21073 Hamburg, Germany
Keyword(s):
Tile Quality Check, IoT-Prototype, Matlab, Arduino UNO, Microcontroller, Pattern Detection.
Abstract:
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.