Cloud Condition Monitoring Platform for Steel Rolling Mill Machines

Noe Salvatierra, Juan Rodas, Moises Nunez

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Resumen

Several factories incorporate preventive maintenance policies to avoid wear and tear failures and increase equipment lifetime. However, equipment failures often occur from multiple process factors and are not easily predictable. Industry 4.0 proposes the implementation of condition monitoring (CM) systems reporting alarms when measurements are outside the sensor operational ranges or also by predictive models of equipment failures. In this context there are multiple CM applications, however some of them fall under the exclusivity of their own brand, they simply work for a group of initially configured sensors and do not allow the user to add more devices to the application. For this reason, this work proposes a local Industrial Internet of Things (IIOT) architecture for the collection, by means of the S7 protocol, and transmission, by means of the MQTT protocol, of the sensors measurements from the factory to the cloud. Moreover, a new architecture is proposed in the AWS cloud capable of capturing and storing sensor measurements to a non-sql database. This cloud architecture hosts a CM web interface, which permits visualizing past sensor measurements and in real-time. The CM interface permits the user to add new devices without limitation of brands or communication protocol of the physical equipment. Finally, an alarm system was implemented to operate ranges and risk thresholds.

Idioma originalInglés
Título de la publicación alojadaProceedings - 2021 IEEE Latin-American Conference on Communications, LATINCOM 2021
EditoresRamiro Velazquez
EditorialInstitute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)9781665440356
DOI
EstadoPublicada - 2021
Evento2021 IEEE Latin-American Conference on Communications, LATINCOM 2021 - Santo Domingo, República Dominicana
Duración: 17 nov. 202119 nov. 2021

Serie de la publicación

NombreProceedings - 2021 IEEE Latin-American Conference on Communications, LATINCOM 2021

Conferencia

Conferencia2021 IEEE Latin-American Conference on Communications, LATINCOM 2021
País/TerritorioRepública Dominicana
CiudadSanto Domingo
Período17/11/2119/11/21

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