• DocumentCode
    1778485
  • Title

    Smart EA operators for effective service restoration of compensated distribution networks

  • Author

    RamezanJamaat, Saeed ; Aguirre, Hernan ; Akimoto, Youhei ; Tanaka, Kiyoshi

  • Author_Institution
    Dept. of Electr. Eng., Shinshu Univ., Nagano, Japan
  • fYear
    2014
  • fDate
    20-23 May 2014
  • Firstpage
    743
  • Lastpage
    748
  • Abstract
    An effective service restoration (SR) strategy for distribution network plays a key role in improving service reliability and enhancing customers´ satisfaction. Several evolutionary algorithms (EAs) have been developed in order to solve this problem. However, most of them do not include compensators in the plan. Others use some simplifying assumptions in order to limit the search space, which degrade the quality of obtained results. In addition, EAs suffer from high computational burden especially when improper modeling and operators are used. This paper proposes a set of Smart operators for the EA in order to effectively solve the SR problem of compensated distribution networks in an integrated framework. The proposed operators improve the EA´s performance by guiding the search to more productive areas of the search space using more information about status of the network. Simulations prove efficiency of the proposed method by providing fast and high quality results.
  • Keywords
    customer satisfaction; customer services; distribution networks; evolutionary computation; quality of service; SR strategy; compensated distribution network; customer satisfaction; effective service restoration; evolutionary algorithm; search space; service reliability; smart EA operator; Asia; Capacitors; Loading; Optimization; Reactive power; Smart grids; Substations; Compensated distribution networks; Smart operators; evolutionary algorithms; service restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies - Asia (ISGT Asia), 2014 IEEE
  • Conference_Location
    Kuala Lumpur
  • Type

    conf

  • DOI
    10.1109/ISGT-Asia.2014.6873885
  • Filename
    6873885