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

共 50 条

[1] Development of an IoT Device for Monitoring Electrical Energy Consumption
Wasoontarajaroen, Siriwat
Pawasan, Khwanchai
Chamnanphrai, Vithaya
2017 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2017,
[2] Real-Time Weather Monitoring and IoT-Based Palmtop Device for Smart Agriculture
Tharani Thathsara Rajapaksha
Amila Alexander
Leshan Fernando
Anh Than
Huy Le Nguyen
SN Computer Science, 2022, 3 (1)
[3] IoT Based Real Time Smart Patient Monitoring Vest
Ghosh, Juvith
Mani, Medha
Arvind, Harsh
Sharmila, N.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 193 - 198
[4] Real time monitoring of AMR enabled energy meter for AMI in Smart City - An IoT Application
Kumar, Anirudh
Thakur, Sreyasi
Bhattacharjee, Partha
2018 IEEE 4TH INTERNATIONAL SYMPOSIUM ON SMART ELECTRONIC SYSTEMS (ISES 2018), 2018, : 219 - 222
[5] Real-time Monitoring Switch Device Based on IoT
Zhang, Jing
Hu, Xiang
Li, Ti-yin
INTERNATIONAL CONFERENCE ON MATERIAL SCIENCE AND CIVIL ENGINEERING, MSCE 2016, 2016, : 85 - 90
[6] Real Time Web Enabled Smart Energy Monitoring System Using Low Cost IoT Devices
Gaurav, J.
Pooja, I
Devi, C. R. Yamuna
Prashanth, C. R.
CYBER-PHYSICAL SYSTEMS AND DIGITAL TWINS, 2020, 80 : 330 - 342
[7] Smart Optimization of Energy Consumption using IoT
Frank, Anilloy
Asuncion, Rolito
Frank, Mevina
2019 2ND IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (IEEEMENACOMM'19), 2019, : 251 - 256
[8] Development of IOT Based Smart Instrumentation for the Real Time Structural Health Monitoring
Bhawani Shankar Chowdhry
Ali Akbar Shah
Muhammad Aslam Uqaili
Tayab Memon
Wireless Personal Communications, 2020, 113 : 1641 - 1649
[9] Advances in real time smart monitoring of environmental parameters using IoT and sensors
Narayana, T. Lakshmi
Venkatesh, C.
Kiran, Ajmeera
Babu, J. Chinna
Kumar, Adarsh
Khan, Surbhi Bhatia
Almusharraf, Ahlam
Quasim, Mohammad Tabrez
HELIYON, 2024, 10 (07)
[10] A Real-time Performance Monitoring of IoT based on Integrated Smart Streetlight
Dwiyaniti, Murie
Kusumaningtyas, Ajeng Bening
Wardono, Sila
Sri Lestari, K.
Tohazen
Proceeding - ELTICOM 2022: 6th International Conference on Electrical, Telecommunication and Computer Engineering 2022, 2022, : 131 - 135

← 1 2 3 4 5 →