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:
Feb. 21, 2017

Filed:

Dec. 17, 2014
Applicant:

Opower, Inc., Arlington, VA (US);

Inventors:

Barry Fischer, San Francisco, CA (US);

Benjamin David Harack, San Francisco, CA (US);

Assignee:

O POWER, INC., Arlington, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06N 5/048 (2013.01); G06N 99/00 (2013.01);
Abstract

The subject disclosure relates to methods and systems for identifying and classifying electric-vehicle (EV) owners. Methods of the subject technology can include steps for generating an initial model based on a plurality of load-curve characteristics, and training the initial model using a training data set to produce a configured model. In some implementations, the methods can also include steps for determining a probabilistic classification for each of a second plurality of users by analyzing load-curve data associated with the second plurality of users using the configured model. Systems and computer readable media are also provided.


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