Smart IoT Device For Energy Consumption Monitoring In Real Time

2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) Pub Date : 2021-11-10 DOI:10.1109/ropec53248.2021.9668181

Gerardo Asael López-Alfaro, Luis Ángel Hernández-Fernández, José Alonso Aguirre-Núñez, J. Serrano-Rubio, Rafael Herrera-Guzmán, Luz Maria Rodriguez-Vidal

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引用次数: 1

Abstract

In this paper we present the design of a smart device for energy consumption monitoring in real time. The hardware of this device is based on low cost components such as the micro-controller NodeMcu ESP8266. The firmware installed in the micro-controller allows us to implement an IoT architecture to transmit the data obtained by the sensors to the web server. The data storage are visualised in real time using a Website. We use open source platforms such as HTML, PHP, MySQL database and the language programming Python. We implement a Multilayer Perceptron for recognising the home appliance operating with the IoT device, which includes a wide variety of appliances. We believe the recognition capability is an important functionality for the user in order to obtain a better understanding of the energy consumption process. The system can assign to each home appliance its energy consumption value without user intervention in the database.

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用于实时能耗监控的智能物联网设备

本文介绍了一种智能能耗实时监测装置的设计。该设备的硬件是基于低成本的组件，如微控制器NodeMcu ESP8266。安装在微控制器中的固件允许我们实现物联网架构，将传感器获得的数据传输到web服务器。数据存储使用网站实时可视化。我们使用开源平台如HTML、PHP、MySQL数据库和Python编程语言。我们实现了一个多层感知器，用于识别与物联网设备一起运行的家电，其中包括各种各样的家电。我们相信识别能力对于用户来说是一个重要的功能，以便更好地了解能源消耗过程。该系统可以在不需要用户干预的情况下在数据库中为每个家电分配其能耗值。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)

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