Unlocking Insights: A Cloud Tool for Data Visualisation in a Smart Meter Project
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Date
2024-03-11
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Universidad Nacional de Cañete
Abstract
Hoy en día, la gran cantidad de datos que genera la sociedad ha provocado una dependencia de
Herramientas de análisis y visualización de datos. Por lo tanto, el objetivo de esta investigación fue implementar un
Herramienta basada en la nube para mejorar la visualización de datos obtenidos de la simulación de red 4G en dispositivos inteligentes.
metros. Se realizaron dos etapas para analizar y procesar los datos mediante una herramienta basada en la nube.
para apoyar la visualización de datos y para comprender y facilitar la toma de decisiones efectiva. Esto resultó
en un notable aumento del 27,39% en la calidad promedio de los datos, gracias a la autenticidad y confiabilidad
de los datos obtenidos a través de la red 4G LTE en contadores inteligentes. También tuvo un impacto significativo
sobre el porcentaje de datos leídos y mostrados, con un incremento del 63,70%. Finalmente, el porcentaje
La cantidad de datos útiles al aplicar la herramienta en la nube también aumentó un 47,30%. Esto permite a los usuarios finales
visualizar y comprender el comportamiento de los medidores de electricidad con red LTE a través de un
tablero personalizado.
Nowadays, the large amount of data generated by society has led to a dependency on data analysis and visualisation tools. Therefore, the objective of this research was to implement a cloud-based tool to improve the visualisation of data obtained from 4G network simulation on smart meters. Two stages were carried out in order to analyse and process the data using a cloud-based tool to support data visualisation and to understand and facilitate effective decision-making. This resulted in a remarkable 27.39% increase in average data quality, thanks to the authenticity and reliability of the data obtained through the 4G LTE network on smart meters. It also had a significant impact on the percentage of data read and displayed, with an increase of 63.70%. Finally, the percentage of useful data when applying the tool in the cloud also increased by 47.30%. This allows end users to visualise and understand the behaviour of electricity meters with an LTE network through a customised dashboard.
Nowadays, the large amount of data generated by society has led to a dependency on data analysis and visualisation tools. Therefore, the objective of this research was to implement a cloud-based tool to improve the visualisation of data obtained from 4G network simulation on smart meters. Two stages were carried out in order to analyse and process the data using a cloud-based tool to support data visualisation and to understand and facilitate effective decision-making. This resulted in a remarkable 27.39% increase in average data quality, thanks to the authenticity and reliability of the data obtained through the 4G LTE network on smart meters. It also had a significant impact on the percentage of data read and displayed, with an increase of 63.70%. Finally, the percentage of useful data when applying the tool in the cloud also increased by 47.30%. This allows end users to visualise and understand the behaviour of electricity meters with an LTE network through a customised dashboard.
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Unlocking Insights: A Cloud Tool for Data Visualisation in a Smart Meter Project Articulo - Escuela Profesional de Ingenieria de Sistemas