Smart IoT Device For Energy Consumption Monitoring In Real Time

被引：0

作者：

Lopez-Alfaro, Gerardo Asael ^{[1
]}

Hernandez-Fernandez, Luis Angel ^{[1
]}

Aguirre-Nunez, Jose Alonso ^{[1
]}

Serrano-Rubio, Juan Pablo ^{[1
]}

Herrera-Guzman, Rafael ^{[2
]}

Rodriguez-Vidal, Luz Maria ^{[1
]}

机构：

[1] Tecnol Nacl Mexico, ITS Irapuato, Informat Technol Lab, Guanajuato, Mexico

[2] Ctr Res Math CIMAT, Basic Math Dept, Guanajuato, Guanajuato, Mexico

来源：

PROCEEDINGS OF THE 2021 XXIII IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC 2021) | 2021年

关键词：

INTERNET; NETWORK;

D O I：

10.1109/ROPEC53248.2021.9668181

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

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.

引用

页数：6

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