Intelligent Management System for Micro-Grids using Internet-of-Things

被引:2
作者
Gutierrez, Sebastian [1 ]
Medina, Guillermo [1 ]
Ponce, Hiram [2 ]
Espinosa, Ricardo [1 ]
机构
[1] Univ Panamer, Fac Ingn, Aguascalientes, Aguascalientes, Mexico
[2] Univ Panamer, Fac Ingn, Ciudad De Mexico, Mexico
来源
2021 3RD IEEE MEXICAN HUMANITARIAN TECHNOLOGY CONFERENCE (IEEE MHTC 2021) | 2021年
关键词
artificial intelligence; energy consumption; distributed generation; internet-of-thing; micro-grids;
D O I
10.1109/MHTC52069.2021.9419921
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
The current research work proposes the design of an intelligent platform for managing the generation, distribution, transmission, commercialization and consumption of electricity, allowing the decision-making process aimed at reducing costs and maximizing the use of energy resources. The technological proposal is a system of information made of integrated sensors. This creates an electrical real-time network that share energy in the cloud through LPWAN networks. Later, the data from the sensors are received in an intelligent platform (Max4 IoT) that employs super-computing systems and artificial intelligence for the analysis of individual and aggregated data. The system is able to learn about the electrical network, knowing the consumers' behavior and energy trends, allowing to generate responses based on specific situations by sending SMS alerts and emails about abnormal situations or programmed tasks. In addition, the system allows the generation of reports on the network status in real-time and commands control signals on the switching on-and-off of equipment in response to consumption peaks and/or power supply outages. The platform allows interaction with distributed generation systems and micro-grids, through its mobile or web interface, increasing user interaction with the electrical system and the inclusion of renewable energy sources, thus influencing a better quality of service provided to the end user.
引用
收藏
页码:13 / 18
页数:6
相关论文
共 19 条
[1]  
Alliance LoRa, 2015, LORAWAN WHAT IS IT T
[2]  
[Anonymous], 2017, PROSP SECT EL 2017 2
[3]   Demand-Side Management with Local Energy Sharing Model for Prosumer Communities [J].
Charoen, Prasertsak ;
Javaid, Saher ;
Sioutis, Marios ;
Lim, Yuto ;
Tan, Yasuo .
2019 9TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES), 2019,
[4]  
Colmenar Santos Antonio, 2015, GENERACION DISTRIBUI
[5]  
Fiedler T, 2012, 2012 INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL ELECTRICITY (ICATE), DOI 10.1109/ICATE.2012.6403411
[6]  
Gonzalez N., 2017, CFE COBRARA MAS SECT
[7]   Smart Mobile LoRa Agriculture System based on Internet of Things [J].
Gutierrez, Sebastian ;
Martinez, Israel ;
Varona, Jorge ;
Cardona, M. ;
Espinosa, Ricardo .
2019 IEEE 39TH CENTRAL AMERICA AND PANAMA CONVENTION (CONCAPAN XXXIX), 2019, :188-193
[8]   A Survey of LoRaWAN for IoT: From Technology to Application [J].
Haxhibeqiri, Jetmir ;
De Poorter, Eli ;
Moerman, Ingrid ;
Hoebeke, Jeroen .
SENSORS, 2018, 18 (11)
[9]  
LoRa Alliance, 2015, WHIT PAP TECHN OV LO
[10]  
Max4 IoT, SYST WORKS