The Requirements of the Technique of Communication from Machine to Machine Applied in Smart Grids

被引:2
|
作者
Tur, Mehmet Rida [1 ]
Bayindir, Ramazan [2 ]
机构
[1] Univ Batman, Dept Elect & Energy, Batman, Turkey
[2] Gazi Univ, Fac Engn, Dept Elect & Elect Engn, TR-06500 Ankara, Turkey
关键词
Smart grid; Machine-to-machine component; Information and Communication Technologies; Smart cities; European Telecommunications Standards Institute;
D O I
10.1007/978-981-15-0199-9_35
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As a result of increasing population and energy demands of individuals, the demand for energy is increasing day by day. It will be difficult and inefficient to meet this demand with the current network structure. Problems such as inefficient transmission caused by high transmission losses, problems in the integration of renewable resources into the network, problems such as inelastic demand and compensation, meeting the increasing demand with traditional network structures are inefficient and unsustainable. Expectations of existing networks to be efficient, flexible, and reliable in terms of supply-demand balance bring up the applications of Smart Grids. Smart Grid applications aim to ensure that every stage of the production, transmission, distribution, and consumption processes of energy is observable and controllable, and therefore, effectively manageable. In this study, wide area management in Smart Grids and distributed predictions are presented with distributed control applications. In this way, the applicability of Machine-to-Machine communications on machine networks was studied. For this purpose, Machine-to-Machine systems and Smart Grid systems are compared in separate layers. In addition, using Machine-to-Machine system architectures, Machine-to-Machine system architectures were developed. The proposed architecture is based on a Smart City platform and the European Telecommunications Standards Institute Compatible Machine-to-Machine communication frame.
引用
收藏
页码:405 / 418
页数:14
相关论文
共 50 条
  • [31] Smart Grids from the Perspective of Information and Communication Technology
    Bessler, S.
    [J]. ELEKTROTECHNIK UND INFORMATIONSTECHNIK, 2014, 131 (03): : 69 - 69
  • [32] Communication Opportunities in Smart Grids
    Keles, Cemal
    Kaygusuz, Asim
    [J]. 2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 1885 - 1888
  • [33] The Synthetic Loading Technique Applied to the PM Synchronous Machine
    Abbas, Abdelaziz Y. M.
    Fletcher, John E.
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (01) : 83 - 92
  • [34] Hardware Requirements of Communication-Centric Machine Learning Algorithms
    Koskinen, Lauri
    Roverato, Enrico
    [J]. 2013 NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS (AHS), 2013, : 138 - 143
  • [35] Machine-to-Machine Communication
    Weyrich, Michael
    Schmidt, Jan-Philipp
    Ebert, Christof
    [J]. IEEE SOFTWARE, 2014, 31 (04) : 19 - 23
  • [36] Smart Machine
    李威
    [J]. 中学英语园地(高二版), 2004, (Z2) : 77 - 77
  • [37] A Survey on Machine Learning Techniques in Smart Grids Based on Wireless Sensor Networks
    Etman, Ashraf M.
    Abdalzaher, Mohamed S.
    Emran, Ahmed A.
    Yahya, Ahmed
    Shaaban, Mostafa
    [J]. IEEE Access, 13 : 2604 - 2627
  • [39] A Virtual Synchronous Machine implementation for distributed control of power converters in Smart Grids
    D'Arco, Salvatore
    Suul, Jon Are
    Fosso, Olav B.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2015, 122 : 180 - 197
  • [40] Machine learning in electricity fraud detection in smart grids with multivariate Gaussian distribution
    Oprea, Simona-Vasilica
    Bara, Adela
    Oprea, Niculae
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BUSINESS EXCELLENCE, 2021, 15 (01): : 543 - 551