Implementation of a classifier didactical machine for learning mechatronic processes

Authors

  • Alex De La Cruz Escuela Politécnica Nacional
  • Juan Donoso Escuela Politécnica Nacional
  • Oscar Gonzales Escuela Politécnica Nacional
  • Ricardo Soto Escuela Politécnica Nacional

DOI:

https://doi.org/10.29019/enfoqueute.v8n3.166

Keywords:

artificial vision, machine vision, OPC communication, concurrent design

Abstract

The present article shows the design and construction of a classifier didactical machine through artificial vision. The implementation of the machine is to be used as a learning module of mechatronic processes. In the project, it is described the theoretical aspects that relate concepts of mechanical design, electronic design and software management which constitute popular field in science and technology, which is mechatronics. The design of the machine was developed based on the requirements of the user, through the concurrent design methodology to define and materialize the appropriate hardware and software solutions. LabVIEW 2015 was implemented for high-speed image acquisition and analysis, as well as for the establishment of data communication with a programmable logic controller (PLC) via Ethernet and an open communications platform known as Open Platform Communications - OPC. In addition, the Arduino MEGA 2560 platform was used to control the movement of the step motor and the servo motors of the module. Also, is used the Arduino MEGA 2560 to control the movement of the stepper motor and servo motors in the module. Finally, we assessed whether the equipment meets the technical specifications raised by running specific test protocols.

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References

Alcalde Cajamarca, C. F., & Bone Fonte, E. G. (2013). Diseño de una máquina clasificadora de tomates de 700 [Kg/h] de capacidad. Quito; EPN.
Bolton, W. (2001). Mecatrónica: sistemas de control electrónico en la ingeniería mecánica y eléctrica. Marcombo.
Cintas, P. G., & Llabres, J. T. M. (1995). Técnicas para la gestión de la calidad. Ediciones Díaz de Santos.
Forbo. (2009). Siegling transilon: Bandas de transporte y procesamiento. Grupo Forbo Siegling.
Habasit. (2010). Habasit: Cintas transportadoras con estructura de tejido, guía de ingeniería. Habasit Solution in motion.
National Instruments. (2011). Support: Geometric Matching Technique. Recuperado de: http://www.ni.com/es-cr.html
National Instruments. (2013). Support: Pattern Matching Techniques. Recuperado de: http://www.ni.com/es-cr.html
NI Vision 2013 Concepts Help - National Instruments. (2017). Zone.ni.com. Recuperado 26 April 2017, a partir de http://zone.ni.com/reference/en-XX/help/372916P-01/
Riba i Romeva, C. (2002). Diseño concurrente. Barcelona: Edicions UPC.
Schalkoff, R. J. (1989). Digital image processing and computer vision (Vol. 286). New York: Wiley.
Shigley, J. E. (2011). Shigley's mechanical engineering design. Tata McGraw-Hill Education.
SKF. (2016). Productos: Capacidad de carga estática requerida. Recuperado de: http://www.skf.com/
SKF. (2016). Productos: Carga estática equivalente. Recuperado de: http://www.skf.com/
Stemmer Imaging. (2016). Learn: Technical tips. Recuperado de: http://www.stemmer-imaging.co.uk/en/
Valencia Villacís, E. J. (1999). Interfaz de software entre un computador personal y un PLC, mediante un drive de comunicación y su aplicación en el control y monitoreo de un invernadero. Quito; EPN.

Published

2017-06-30

How to Cite

De La Cruz, A., Donoso, J., Gonzales, O., & Soto, R. (2017). Implementation of a classifier didactical machine for learning mechatronic processes. Enfoque UTE, 8(3), pp. 41 - 55. https://doi.org/10.29019/enfoqueute.v8n3.166

Issue

Section

Miscellaneous