• Login
    View Item 
    •   SMARTech Home
    • Georgia Tech Patents
    • Georgia Tech Patents
    • View Item
    •   SMARTech Home
    • Georgia Tech Patents
    • Georgia Tech Patents
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    System And Method Employing A Self-organizing Map Load Feature Database To Identify Electric Load Types Of Different Electric Loads

    Thumbnail
    View/Open
    8756181.pdf (972.0Kb)
    Date
    6/17/2014
    Author
    Lu, Bin
    Harley, Ronald G.
    Du, Liang
    Yang, Yi
    Sharma, Santosh K.
    Zambare, Prachi
    Madane, Mayura A.
    Metadata
    Show full item record
    Abstract
    A method identifies electric load types of a plurality of different electric loads. The method includes providing a self-organizing map load feature database of a plurality of different electric load types and a plurality of neurons, each of the load types corresponding to a number of the neurons; employing a weight vector for each of the neurons; sensing a voltage signal and a current signal for each of the loads; determining a load feature vector including at least four different load features from the sensed voltage signal and the sensed current signal for a corresponding one of the loads; and identifying by a processor one of the load types by relating the load feature vector to the neurons of the database by identifying the weight vector of one of the neurons corresponding to the one of the load types that is a minimal distance to the load feature vector.
    URI
    http://hdl.handle.net/1853/56887
    Collections
    • Georgia Tech Patents [1761]

    Browse

    All of SMARTechCommunities & CollectionsDatesAuthorsTitlesSubjectsTypesThis CollectionDatesAuthorsTitlesSubjectsTypes

    My SMARTech

    Login

    Statistics

    View Usage StatisticsView Google Analytics Statistics
    facebook instagram twitter youtube
    • My Account
    • Contact us
    • Directory
    • Campus Map
    • Support/Give
    • Library Accessibility
      • About SMARTech
      • SMARTech Terms of Use
    Georgia Tech Library266 4th Street NW, Atlanta, GA 30332
    404.894.4500
    • Emergency Information
    • Legal and Privacy Information
    • Human Trafficking Notice
    • Accessibility
    • Accountability
    • Accreditation
    • Employment
    © 2020 Georgia Institute of Technology