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From Reactive to Proactive: How Industry 4.0 Enables Maintenance 4.0 for Robotics Arm

  • Janio Montenegro
  • , Gustavo Caiza
  • , Paulina Ayala
  • , Edisson P. Jordan-H
  • , Marcelo V. Garcia

Producción científica: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

The implementation of robotic systems in manufacturing processes has become increasingly common for automation purposes, and it’s crucial to have real-time monitoring systems in place to ensure the effective maintenance of each joint. Adopting the Maintenance 4.0 paradigm is critical to achieving this goal. By leveraging data on a robot’s electrical parameters, it’s possible to prevent issues like driver failures, system overloads, and engine damage, while also protecting the mechanical structure of the device. This research project utilizes the Robotic Operating System (ROS) and a low-cost Raspberry Pi (RPi) microcontroller to monitor the electrical current of KUKA youBot joints. Communication is facilitated through the MQTT protocol, and a cloud platform is used to provide a graphical monitoring interface. The researchers define a test plan that involves adding different weights to the manipulator to evaluate the system’s effectiveness, which is found to be 97%. The solution enables the real-time transmission of data without any loss, ensuring reliable monitoring of the robotic system’s electrical parameters.

Idioma originalInglés
Título de la publicación alojadaProceedings of the International Conference on Computer Science, Electronics and Industrial Engineering (CSEI 2023) - Innovations in Industrial Engineering and Robotics in Industry - Bridging the Gap Between Theory and Practical Application
EditoresMarcelo V. Garcia, Carlos Gordón-Gallegos, Asier Salazar-Ramírez, Carlos Nuñez
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas567-580
Número de páginas14
ISBN (versión impresa)9783031709807
DOI
EstadoPublicada - 2024
EventoInternational Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2023 - Ambato, Ecuador
Duración: 6 nov. 202310 nov. 2023

Serie de la publicación

NombreLecture Notes in Networks and Systems
Volumen797 LNNS
ISSN (versión impresa)2367-3370
ISSN (versión digital)2367-3389

Conferencia

ConferenciaInternational Conference on Computer Science, Electronics and Industrial Engineering, CSEI 2023
País/TerritorioEcuador
CiudadAmbato
Período6/11/2310/11/23

Nota bibliográfica

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

Areas de Conocimiento del CACES

  • 417A Electrónica, automatización y sonido

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