Plataforma de computación en la nube para el monitoreo de señales en plantas industriales

In this document presents the redesign of the hardware of a device capable of capturing the information provided by digital sensors as well as a cloud computing architecture for the acquisition, processing and subsequent storage of the data provided by the device, finally the development of reports...

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Autores:
Lemos López, Alejandro
Martínez Velásquez, Heberth Fabián
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2019
Institución:
Universidad Autónoma de Occidente
Repositorio:
RED: Repositorio Educativo Digital UAO
Idioma:
spa
OAI Identifier:
oai:red.uao.edu.co:10614/11370
Acceso en línea:
http://red.uao.edu.co//handle/10614/11370
Palabra clave:
Ingeniería Electrónica y Telecomunicaciones
MQTT
Apache Kafka
Apache Hbase
Hardware
Ubuntu
Rights
openAccess
License
Derechos Reservados - Universidad Autónoma de Occidente
Description
Summary:In this document presents the redesign of the hardware of a device capable of capturing the information provided by digital sensors as well as a cloud computing architecture for the acquisition, processing and subsequent storage of the data provided by the device, finally the development of reports that allow viewing the stored information. For the redesign of the hardware some components are updated by smaller versions at the physical level, which allows to design a smaller printed circuit, thus adapting to the size of the final device. For the cloud computing architecture a virtual machine is created whose ubuntu operating system allows to implement MQTT as a receiver of the messages sent by the device, apache kafka as the one in charge of the processing of the data and later apache hbase as the base manager system of data, In addition, two types of reports are explored; a historical consolidation and a report whose refresh latency is less than one minute. Once the hardware of the acquisition system has been updated, the cloud computing architecture and reports have been developed and implemented, the system is then tested, where its operation is evaluated and additional tests are proposed for further development