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:
Apr. 26, 2016

Filed:

Apr. 28, 2012
Applicants:

Manish Marwah, Palo Alto, CA (US);

Gowtham Bellala, Palo Alto, CA (US);

Martin Arlitt, Calgary, CA;

Geoff M Lyon, Half Moon Bay, CA (US);

Cullen E. Bash, Los Gatos, CA (US);

Chandrakant Patel, Fremont, CA (US);

Inventors:

Manish Marwah, Palo Alto, CA (US);

Gowtham Bellala, Palo Alto, CA (US);

Martin Arlitt, Calgary, CA;

Geoff M Lyon, Half Moon Bay, CA (US);

Cullen E. Bash, Los Gatos, CA (US);

Chandrakant Patel, Fremont, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 21/00 (2006.01); G01D 4/00 (2006.01); G01R 21/06 (2006.01);
U.S. Cl.
CPC ...
G01D 4/00 (2013.01); Y02B 70/343 (2013.01); Y02B 90/245 (2013.01); Y04S 20/34 (2013.01); Y04S 20/40 (2013.01);
Abstract

A method for detecting power consumption anomalies. The method obtains two different time power series and compares them to generate a dissimilarity matrix. A dimensionality reduction equation is applied to the dissimilarity matrix to obtain a low dimensional embedding of the power data. A probability score of each of the time series being anomalous is then calculated.


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