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SYSTEM AND METHOD FOR ELECTRIC LOAD IDENTIFICATION AND CLASSIFICATION EMPLOYING SUPPORT VECTOR MACHINE

United States Patent Application

20140067299
A1
View the Complete Application at the US Patent & Trademark Office
A method identifies electric load types of a plurality of different electric loads. The method includes providing a support vector machine load feature database of a plurality of different electric load types; sensing a voltage signal and a current signal for each of the different electric loads; determining a load feature vector including at least six steady-state features with a processor from the sensed voltage signal and the sensed current signal; and identifying one of the different electric load types by relating the load feature vector including the at least six steady-state features to the support vector machine load feature database.
LU, BIN (Shanghai, CN), Harley, Ronald G. (Lawrenceville, GA), Du, Liang (Atlanta, GA), Yang, Yi (Milwaukee, WI), Sharma, Santosh K. (Pune, IN), Zambare, Prachi S. (Pune, IN), Madane, Mayura A. (Pune, IN)
13/ 597,324
August 29, 2012
[0004] This invention was made with Government support under DE-EE0003911 awarded by the Department of Energy National Energy Technology Laboratory. The Government has certain rights in this invention.