Patent · US Active

System and method for electric load identification and classification employing support vector machine

US10325150B2 · kind B2 · utility

6Cited by

7References

18Claims

0Family size

Assignee

Eaton Intelligent Power Limited · IE

Inventors

Bin Lu · Pittsburgh, US
Ronald G. Harley · Lawrenceville, US
Liang Du · Atlanta, US
Yi Yang · Milwaukee, US
Santosh Sharma · South Burlington, US
Prachi Zambare · Jamkhed, IN
Mayura Arun Madane · Jamkhed, IN

Key dates

Filing date	Aug 29, 2012
Grant date	Jun 18, 2019
Priority date	—
Expiry date	Feb 13, 2038

Classification

Technology area (CPC Y)Emerging Cross-Sectional Technologies
CPC primaryY04S20/30
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.