A Novel Network Partitioning Approach in Smart Grid Environment

Y. Jia, Z. Xu, L.L. Lai, Kitpo P. Wong

    Research output: Chapter in Book/Conference paperConference paperpeer-review

    2 Citations (Scopus)

    Abstract

    © 2015 IEEE.Smart grid development highlights the "self-healing" capability as it enables a power system to efficiently and automatically react to disturbances and guide the system to the best possible state. Effectively partitioning the power network (PN) into suitable areas or zones to accommodate subsequent control actions is useful. In this paper, a novel partitioning approach that combines Laplacian spectrum of a PN and self organizing map (SOM) algorithm is proposed. This approach aims to optimize the partitioning solution so as to minimize the real power imbalance and simultaneously maintain a satisfactory voltage profile. Case study is carried out on New England 39-bus system, which demonstrates the effectiveness of the proposed approach.
    Original languageEnglish
    Title of host publication2015 IEEE International Conference on Systems, Man, and Cybernetics
    EditorsS Kwong
    Place of PublicationChina
    PublisherIEEE, Institute of Electrical and Electronics Engineers
    Pages641-646
    Number of pages6
    ISBN (Electronic)9781479986965
    ISBN (Print)9781479986965
    DOIs
    Publication statusPublished - 12 Jan 2016
    Event2015 IEEE International Conference on Systems, Man, and Cybernetics - Kowloon, China
    Duration: 9 Oct 201512 Oct 2015

    Conference

    Conference2015 IEEE International Conference on Systems, Man, and Cybernetics
    Country/TerritoryChina
    CityKowloon
    Period9/10/1512/10/15

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