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
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
收藏
页数:6
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