The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 28, 2017

Filed:

Dec. 28, 2013
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

James Y. Song, Portland, OR (US);

Shiraz Saleem, Chandler, AZ (US);

Tomm V. Aldridge, Olympia, WA (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 19/00 (2006.01); G01R 21/133 (2006.01); G06N 99/00 (2010.01); G01R 19/25 (2006.01);
U.S. Cl.
CPC ...
G01R 21/133 (2013.01); G01R 19/2513 (2013.01); G06N 99/005 (2013.01);
Abstract

Methods and systems may provide for identifying, and distinguishing between electrical loads using time and frequency domain analysis of at least one property of an alternating current during a transient event. In one example, time and frequency domain features may be computed from the voltage signatures of an ON event. A support vector machine classifier may then be trained using the feature vectors (including the time and frequency domain features) for known devices. The trained support vector machine may classify or identify an unknown electrical device using a feature vector as input.


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