Intelligent Control System for Microgrids Using Multiagent System

被引:55
|
作者
Logenthiran, Thillainathan [1 ]
Naayagi, Ramasamy Thaiyal [1 ]
Woo, Wai Lok [1 ]
Phan, Van-Tung [1 ]
Abidi, Khalid [1 ]
机构
[1] Newcastle Univ, Sch Elect & Elect Engn, Singapore 119260, Singapore
关键词
Grid-connected operation; information and communications technology-enabled architecture; intelligent control; islanded operation microgrid; multiagent system (MAS); POWER ENGINEERING APPLICATIONS; DC-DC CONVERTER; OPERATION;
D O I
10.1109/JESTPE.2015.2443187
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an intelligent control of a microgrid in both grid-connected and islanded modes using the multiagent system (MAS) technique. This intelligent control consists of three levels. The first level is based on local droop control, the second level compensates power balance between the supply and the demand optimally, and the third level is at the system level based on electricity market. An intelligent MAS was developed and implemented based on foundation for intelligent physical agents standards by representing each major autonomous component in the microgrid as an intelligent software agent. The agents interact with each other for making their own decisions locally and optimally. The coordination among the agents ensures power quality, voltage, and frequency of the microgrid by determining the set points that optimize the overall operation of the microgrid. The proposed control architecture and strategies for the real-time control of microgrids were analyzed in detail, and tested under various load conditions and different network configurations. The outcomes of the studies demonstrate the feasibility of the proposed control and strategies, as well as the capability of the MAS technique for the operation of microgrids.
引用
收藏
页码:1036 / 1045
页数:10
相关论文
共 50 条
  • [1] A MultiAgent system for Microgrids
    Dimeas, A
    Hatziargyriou, N
    [J]. 2004 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1 AND 2, 2004, : 55 - 58
  • [2] A Multiagent System for Residential DC Microgrids
    Kim, Taesic
    Yun, Jihoon
    Qiao, Wei
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [3] Intelligent tutoring system as multiagent system
    Badjonski, M
    Ivanovic, M
    Budimac, Z
    [J]. 1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 871 - 875
  • [4] Design of An Intelligent Monitoring and Control System for Photovoltaic Microgrids
    Zhang, Qian-Han
    Wei, Bing-Yan
    Fan, Dong-Liang
    Wu, Xiao-Ying
    Du, Jin-Ping
    [J]. Journal of Computers (Taiwan), 2023, 34 (06) : 145 - 152
  • [5] Development of an Agent Based Intelligent Control System for Microgrids
    Chatzivasiliadis, S. J.
    Hatziargyriou, N. D.
    Dimeas, A. L.
    [J]. 2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 878 - 883
  • [6] Multiagent system for intelligent monitoring
    Cruz, J.
    Hernandez, A. I.
    Beuchee, A.
    Wong, S.
    Passariello, G.
    Mora, F.
    Carrault, G.
    [J]. IV LATIN AMERICAN CONGRESS ON BIOMEDICAL ENGINEERING 2007, BIOENGINEERING SOLUTIONS FOR LATIN AMERICA HEALTH, VOLS 1 AND 2, 2008, 18 (1,2): : 501 - 505
  • [7] Elevator group control system using multiagent system
    Ogoshi, Yasuhiro
    Kimura, Haruhiko
    Hirose, Sadaki
    Osato, Nobuyasu
    [J]. Systems and Computers in Japan, 2003, 34 (01): : 45 - 58
  • [8] Intelligent multiagent application system in an AI system
    Cho, Young
    [J]. ARTIFICIAL LIFE AND ROBOTICS, 2008, 12 (1-2) : 6 - 13
  • [9] A Hybrid Intelligent Multiagent System for the Remote Control of Solar Farms
    Hernandez, M. D.
    Romero-Ternero, M. C.
    Sivianes, F.
    Carrasco, A.
    Ropero, J.
    [J]. APPLIED ARTIFICIAL INTELLIGENCE, 2019, 33 (02) : 124 - 136
  • [10] Inmamusys: Intelligent multiagent music system
    Delgado, Miguel
    Fajardo, Waldo
    Molina-Solana, Miguel
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 4574 - 4580