• DocumentCode
    2568553
  • Title

    The design of multi-agent based distributed energy system

  • Author

    Lu, Mingzhu ; Chen, C. L Philip

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    2001
  • Lastpage
    2006
  • Abstract
    Considering the environmental, limited traditional natural resources and power demand pressure, there is a great need to involve the distributed energy resources (DER) to the existing central power plant. So this paper proposes the multiagent based distributed energy system, which incorporates traditional central power plant and different DER by using multi-agent system (MAS) technology. A new three layered MAS architecture with good generality is designed, which can be used in small, medium and large scale multi-agent based distributed energy system (MAS-DES). The cluster and super cluster are defined to work as virtual power plants in the medium and large scale case. It also presents the novel architecture for single agent system with learning ability. Moreover, the reliability of multiagent system is assessed by Bayesian statistics. The proposed MAS-DES uses the traditional and renewable resources in a more reasonable way and provides a better solution for the power supply considering the cost, pollution index and reliability.
  • Keywords
    Bayes methods; distributed power generation; learning (artificial intelligence); multi-agent systems; power engineering computing; power plants; Bayesian statistics; central power plant; distributed energy system; learning ability; multiagent system; power generating method; virtual power plant; Bayesian methods; Density estimation robust algorithm; Energy resources; Large-scale systems; Multiagent systems; Power demand; Power generation; Power supplies; Power system reliability; Statistical distributions; distributed energy system; machine learning; multi-agent system; reliability assessment; renewable energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2793-2
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2009.5346133
  • Filename
    5346133