Emergent behavior in multi-agent systems for collaborating smart micro-grids

被引:0
|
作者
Amato, Alba [1 ]
Scialdone, Marco [1 ]
Venticinque, Salvatore [1 ]
机构
[1] Univ Naples 2, Dept Ind & Informat Engn, Real Casa Annunziata Via Roma 29, Aversa, Italy
关键词
Software agents; Smart Energy; Internet of Things;
D O I
10.3233/IA-150088
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Innovation efforts within the Smart Energy domain have been used to build an Internet of Energy. Each and every electrical device and generator are connected, transmitting and receiving data, reacting in real time to events and stimuli that come from other devices and from the grid. This is a scattered network of sensors, actuators, communication nodes, systems control and monitoring applications. The Internet of Things is enabling the development of such new paradigm by the pervasive deployment of distributed smart objects with communication, learning and reasoning capabilities. In this scenario households, buildings, plants become micro-grids where smart devices are able to interact within and across them. In this paper collaboration among smart micro-grids, is modeled, implemented and evaluated as a peer to peer overlay of multi-agent systems, whose emergent behavior is the effective management of green energy produced by photo-voltaic panels.
引用
收藏
页码:193 / 208
页数:16
相关论文
共 50 条
  • [21] Energy Internet The Challenge of Smart Micro-Grids
    Tenti, Paolo
    [J]. PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON SMART CITIES AND GREEN ICT SYSTEMS (SMARTGREENS 2016), 2016, : 5 - 6
  • [22] Fault diagnostics in smart micro-grids: A survey
    Hare, James
    Shi, Xiaofang
    Gupta, Shalabh
    Bazzi, Ali
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 60 : 1114 - 1124
  • [23] Fuzzy Logic Decision-Making in Multi-agent Systems for Smart Grids
    Menon, Bharat R.
    Menon, Sangeetha B.
    Srinivasan, Dipti
    Jain, Lakhmi
    [J]. 2013 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE APPLICATIONS IN SMART GRID (CIASG), 2013, : 44 - 50
  • [24] Reliable Key Distribution in Smart Micro-Grids
    Strauss, Heinrich
    Kayem, Anne V. D. M.
    Wolthusen, Stephen D.
    [J]. CRITICAL INFORMATION INFRASTRUCTURES SECURITY (CRITIS 2016), 2018, 10242 : 265 - 270
  • [25] A multi-agent approach to intelligent monitoring in smart grids
    Vallejo, D.
    Albusac, J.
    Glez-Morcillo, C.
    Castro-Schez, J. J.
    Jimenez, L.
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (04) : 756 - 777
  • [26] Disturbance Rejection Consensus Tracking of Multi-Agent System for Nonlinear Dynamic Model of Synchronous Generators in Micro-Grids
    Sharifi, Alireza
    Sharafian, Amin
    Ai, Qian
    [J]. CONFERENCE PROCEEDINGS OF 2019 5TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2019, : 452 - 456
  • [27] A Cyber Physical System of Smart Micro-Grids
    Amato, Alba
    Aversa, Rocco
    Di Martino, Beniamino
    Venticinque, Salvatore
    [J]. PROCEEDINGS OF 2016 19TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS), 2016, : 165 - 172
  • [28] Multi-agent Systems Applied for Restoration of Power Networks Supported by Micro Grids
    Marcal, Fernando Americo A. R.
    Leao, Ruth Pastora S.
    Almada, Janaina B.
    Sampaio, Raimundo F.
    Antunes, Fernando L. M.
    Rocha, Janaina E.
    Barroso, Giovanni C.
    [J]. 2016 12TH IEEE/IAS INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2016,
  • [29] A review on Multi-Agent system based energy management systems for micro grids
    Priyadarshana, H. V. V.
    Sandaru, M. A. Kalhan
    Hemapala, K. T. M. U.
    Wijayapala, W. D. A. S.
    [J]. AIMS ENERGY, 2019, 7 (06) : 924 - 943
  • [30] A review on multi-agent system based energy management systems for micro grids
    Priyadarshana, H.V.V.
    Sandaru, M.A. Kalhan
    Hemapala, K.T.M.U.
    Wijayapala, W.D.A.S.
    [J]. AIMS Energy, 2019, 7 (06):