LoRa IoT-Based Architecture for Advanced Metering Infrastructure in Residential Smart Grid

被引:16
|
作者
Gallardo, Jose Luis [1 ]
Ahmed, Mohamed A. [1 ,2 ]
Jara, Nicolas [1 ]
机构
[1] Univ Tecn Federico Santa Maria, Dept Elect Engn, Valparaiso 2390123, Chile
[2] Higher Inst Engn & Technol King Marriott, Dept Commun & Elect, Alexandria 23713, Egypt
来源
IEEE ACCESS | 2021年 / 9卷
关键词
Smart grids; Internet of Things; Analytical models; Smart meters; Meters; Communication networks; Throughput; residential grid; LoRa;
D O I
10.1109/ACCESS.2021.3110873
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of Things (IoT) technologies are opening new opportunities and services for different smart grid applications such as advanced meter infrastructures (AMI), distributed energy resources, and electric vehicles. Among these applications, AMIs represent the first step toward future smart grid implementation by enabling the reading and recording of electric power consumption on request or a schedule. In this study, the main focus is designing an IoT-based architecture to support AMIs' daily reporting and billing in a residential grid. First, the network modeling for AMI is discussed. Long range (LoRa) technology, as one of the promising candidates for long range low power wide area networks (LPWANs), has been studied and discussed. A comprehensive analysis of the LoRa-based architecture is given for a case study of an actual residential grid, Puerto Montt, Chile. The results are analyzed and discussed for packet delivery ratio, energy consumption, throughput, number of collisions, and frequency distribution.
引用
收藏
页码:124295 / 124312
页数:18
相关论文
共 50 条
  • [21] Reliable and Secure Advanced Metering Infrastructure for Smart Grid Network
    Irshad
    Aamir
    Ibrar
    Khan, N.
    Riaz, M.
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONIC AND ELECTRICAL ENGINEERING (ICE CUBE), 2018,
  • [22] An Adaptive Network Design for Advanced Metering Infrastructure in a Smart Grid
    Kim, Jin-Woo
    Kim, Jaehee
    Lee, Jaeho
    [J]. SENSORS, 2022, 22 (22)
  • [23] An improved routing algorithm for advanced metering infrastructure in smart grid
    Jing Gao
    Jia-jia Zhang
    Xu-liang Guang
    [J]. Cluster Computing, 2019, 22 : 3453 - 3462
  • [24] An improved routing algorithm for advanced metering infrastructure in smart grid
    Gao, Jing
    Zhang, Jia-jia
    Guang, Xu-liang
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (02): : S3453 - S3462
  • [25] Mitigating IoT-based Cyberattacks on the Smart Grid
    Yilmaz, Yasin
    Uludag, Suleyman
    [J]. 2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2017, : 517 - 522
  • [26] IoT-Based Implementation of Field Area Network Using Smart Grid Communication Infrastructure
    Chhaya, Lipi
    Sharma, Paawan
    Kumar, Adesh
    Bhagwatikar, Govind
    [J]. SMART CITIES, 2018, 1 (01): : 176 - 189
  • [27] Efficient certificate revocation management schemes for IoT-based advanced metering infrastructures in smart cities
    Cebe, Mumin
    Akkaya, Kemal
    [J]. AD HOC NETWORKS, 2019, 92
  • [28] An Identity-Based Secure Communication Scheme for Advanced Metering Infrastructure in Smart Grid
    Zhang, Taimin
    Lu, Xin
    Ji, Xiaoyu
    Xu, Wenyuan
    [J]. 2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 6959 - 6964
  • [29] Clustering Algorithm-Based Network Planning for Advanced Metering Infrastructure in Smart Grid
    Gallardo, Jose Luis
    Ahmed, Mohamed A.
    Jara, Nicolas
    [J]. IEEE ACCESS, 2021, 9 : 48992 - 49006
  • [30] Advanced metering infrastructure system and massive data simulation, based on the smart grid concept
    Rojas-Cortes, Adriana Lizeth
    Trejo-Macotela, Francisco Rafael
    Ramos-Fernandez, Julio Cesar
    Simancas-Acevedo, Eric
    Robles-Camarillo, Daniel
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2023, 21 (11) : 1199 - 1208