The research on multi-agent system for microgrid control and optimization

被引:78
|
作者
Khan, Muhammad Waseem [1 ,2 ]
Wang, Jie [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
[2] Riphah Int Univ, Dept Elect Engn, I-14, Islamabad 44000, Pakistan
来源
基金
中国国家自然科学基金;
关键词
Microgrid; Microgrid operation; Control; Multi-Agent system; Optimization; POWER ENGINEERING APPLICATIONS; ENERGY-STORAGE SYSTEMS; SECONDARY CONTROL; DISTRIBUTED GENERATION; CONTROL STRATEGY; MULTIOBJECTIVE DESIGN; HIERARCHICAL CONTROL; COOPERATIVE CONTROL; DIESEL SYSTEMS; CONTROL SCHEME;
D O I
10.1016/j.rser.2017.05.279
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In modern era, the awareness of green energy technologies in the Microgrid (MG) is highly adopted in order to reduce the CO2 emission and for a clean environment. The distributed energy resources, such as solar photo voltaic (PV), solar combine heat and power (CHP), diesel engines, small wind turbines and fuel cell technologies are evolving within the power system. The control and maintenance of this power have great effect on power systems. For optimal use of electric power in MGs, the Multi-Agent System(MAS) technology is adopted and has certain applications in the power systems. This research article mainly focuses on MAS technologies used for the control of MG, its optimization and market distribution. A fully controlled architecture of MG using MAS with different optimization techniques applied to renewable energy sources has been deliberate. Moreover, comparison of centralized and decentralized approach of a MG is also discussed in this article.
引用
收藏
页码:1399 / 1411
页数:13
相关论文
共 50 条
  • [1] Research of bidding Control Strategy for Multi-agent Based Microgrid
    Luo, Jian
    Shi, Jihong
    Yu, Jiang
    Xie, Yingli
    [J]. PROCEEDINGS OF THE AASRI INTERNATIONAL CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (IEA 2015), 2015, 2 : 230 - 234
  • [2] Multi-Agent Control Coordination of Microgrid
    Digra, Rohit Kumar
    Pandey, R. K.
    [J]. 2013 STUDENTS CONFERENCE ON ENGINEERING AND SYSTEMS (SCES): INSPIRING ENGINEERING AND SYSTEMS FOR SUSTAINABLE DEVELOPMENT, 2013,
  • [3] Decentralised coordinated control of microgrid based on multi-agent system
    Dou, Chunxia
    Lv, Mengfei
    Zhao, Tianyu
    Ji, Yeping
    Li, Heng
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2015, 9 (16) : 2474 - 2484
  • [4] Islanding of a Microgrid Using a Distributed Multi-agent Control System
    Al Jajeh, Mohamad Fares
    Ali, Syed Qaseem
    Joos, Geza
    Novickij, Ilja
    [J]. 2019 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2019, : 6286 - 6293
  • [5] Frequency Control Based on Multi-agent System in Islanded Microgrid
    Liu, Bailiang
    Huang, Xueliang
    Li, Jun
    [J]. ADVANCES IN POWER AND ELECTRICAL ENGINEERING, PTS 1 AND 2, 2013, 614-615 : 1754 - 1758
  • [6] Multi-Agent based Microgrid Coordinated Control
    Zhou Xiaoyan
    Liu Tianqi
    Liu Xueping
    [J]. 2011 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY ENGINEERING (ICAEE), 2012, 14 : 154 - 159
  • [7] A Novel Secondary Control for Microgrid Based on Synergetic Control of Multi-Agent System
    Yu, Zhiwen
    Ai, Qian
    Gong, Jinxia
    Piao, Longjian
    [J]. ENERGIES, 2016, 9 (04)
  • [8] Multi-Agent System using JADE for Distributed DC Microgrid System Control
    Alseyat, Arias
    Park, Jae-Do
    [J]. 2019 51ST NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2019,
  • [9] Multi-agent Systems Using Model Predictive Control for Coordinative Optimization Control of Microgrid
    Luo, Shanna
    Hu, Changbin
    Zhang, Yongchang
    Ma, Rui
    Meng, Liang
    [J]. 2017 20TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2017,
  • [10] Survey of multi-agent systems for microgrid control
    Kantamneni, Abhilash
    Brown, Laura E.
    Parker, Gordon
    Weaver, Wayne W.
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2015, 45 : 192 - 203