Virtual reality and process mining applied to operator training in complex assembly tasks

Crespo Afonso, Elena and Roldán Gómez, Juan Jesús and Martín Barrio, Andrés and Cerro Giner, Jaime del and Barrientos Cruz, Antonio (2018). Virtual reality and process mining applied to operator training in complex assembly tasks. In: "IV Seminario de Innovación Docente en Automática (CEA-IFAC)", January 10-12, 2018, León.

Description

Title: Virtual reality and process mining applied to operator training in complex assembly tasks
Author/s:
  • Crespo Afonso, Elena
  • Roldán Gómez, Juan Jesús
  • Martín Barrio, Andrés
  • Cerro Giner, Jaime del
  • Barrientos Cruz, Antonio
Item Type: Presentation at Congress or Conference (Article)
Event Title: IV Seminario de Innovación Docente en Automática (CEA-IFAC)
Event Dates: January 10-12, 2018
Event Location: León
Title of Book: IV Seminario de Innovación Docente en Automática (CEA-IFAC)
Date: 10 January 2018
Subjects:
Freetext Keywords: Industry, Virtual reality, Data acquisition, Data processing, Education, Training.
Faculty: E.T.S.I. Industriales (UPM)
Department: Automática, Ingeniería Eléctrica y Electrónica e Informática Industrial
UPM's Research Group: Robótica y Cibernética RobCib
Creative Commons Licenses: Recognition

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Abstract

One of the proposals of Industry 4.0 is the integration of machines and operators through network connections and information management. One of the challenges that can be addressed following this approach is the management of knowledge in the industry or, in other words, the transmission of knowledge from the expert operators to the new ones. This work has been developed a system that combines Virtual Reality and Process Mining to allow this knowledge transmission in the particular case of assembly tasks. Virtual Reality allows to create work environments that reproduce the real ones and interact with them without detracting resources of other processes or facing the risks of working with real systems. Process Mining allows to acquire the knowledge of experts, store it in models and then transmit it to novices. The developed system has been tested by means of several examples of assemblies with Lego.

Funding Projects

TypeCodeAcronymLeaderTitle
Madrid Regional GovernmentS2013/MIT-2748RoboCity2030UnspecifiedRobótica Aplicada a la Mejora de la Calidad de Vida de los Ciudadanos
Government of SpainDPI2014-56985-RPRICUnspecifiedProtección Robotizada de Infraestructuras Críticas

More information

Item ID: 49247
DC Identifier: http://oa.upm.es/49247/
OAI Identifier: oai:oa.upm.es:49247
Official URL: http://suppress.unileon.es/4sid/files/Rvym.pdf
Deposited by: Juan Jesús Roldán Gómez
Deposited on: 24 Jan 2018 11:05
Last Modified: 24 Jan 2018 11:05
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