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
  • [1] A Holonic Multi-agent Control System for Networks of Micro-grids
    Ghorbani, Sajad
    Unland, Rainer
    [J]. MULTIAGENT SYSTEM TECHNOLOGIES, MATES 2016, 2016, 9872 : 231 - 238
  • [2] Multi-agent Autonomous Decision Making in Smart Micro-Grids' Energy Management: A Decentralized Approach
    Ghorbani, Sajad
    Rahmani, R.
    Unland, Rainer
    [J]. MULTIAGENT SYSTEM TECHNOLOGIES, MATES 2017, 2017, 10413 : 223 - 237
  • [3] Distributed Neuro-Adaptive Control of Multi-Agent Systems and its Application in Micro-grids
    Wang, Haoyang
    Huang, Tao
    Huang, Junhao
    Ma, Tiedong
    [J]. 2016 14TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV), 2016,
  • [4] Towards a SLA for Collaborating Smart Solar-powered Micro-grids
    Amato, Alba
    Di Martino, Beniamino
    Scialdone, Marco
    Venticinque, Salvatore
    [J]. 2014 INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS), 2014, : 592 - 597
  • [5] Applications of Multi-Agent Systems in Smart Grids: A Survey
    Merabet, Ghezlane Halhoul
    Essaaidi, Mohammed
    Talei, Hanaa
    Abid, Mohamed Riduan
    Khalil, Nacer
    Madkour, Mohcine
    Benhaddou, Driss
    [J]. 2014 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2014, : 1088 - 1094
  • [6] Adaptive fault-tolerant consensus control for nonlinear multi-agent systems, with application in micro-grids
    S. Narges Mahdianzadeh
    Fatemeh Jahangiri
    [J]. International Journal of Dynamics and Control, 2024, 12 : 427 - 439
  • [7] Adaptive fault-tolerant consensus control for nonlinear multi-agent systems, with application in micro-grids
    Mahdianzadeh, S. Narges
    Jahangiri, Fatemeh
    [J]. INTERNATIONAL JOURNAL OF DYNAMICS AND CONTROL, 2024, 12 (02) : 427 - 439
  • [8] Smart Communities of Intelligent Software Agents for Collaborating and Semantically Interoperable Micro-Grids
    Aversa, Rocco
    Di Martino, Beniamino
    Horn, Geir
    Hallsteinsen, Svein
    Venticinque, Salvatore
    Jiang, Shanshan
    [J]. COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2017, 2018, 611 : 824 - 843
  • [9] Delay Effects on Secondary Frequency Control of Micro-grids based on Networked Multi-agent
    Lee, Seunghoon
    Lee, Changho
    Park, Myeongjin
    Kwon, Ohmin
    [J]. 2016 16TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2016, : 655 - 659
  • [10] Local Smart Micro-grids
    Moallem, Ali
    Bakhshai, Alireza
    Jain, Praveen
    [J]. 2011 IEEE 33RD INTERNATIONAL TELECOMMUNICATIONS ENERGY CONFERENCE (INTELEC), 2011,