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:
Jul. 20, 2010

Filed:

Aug. 23, 2007
Applicants:

Swarup Medasani, Thousand Oaks, CA (US);

Qin Jiang, Woodland Hills, CA (US);

Narayan Srinivasa, Oak Park, CA (US);

Yilu Zhang, Northville, MI (US);

Leandro G. Barajas, Troy, MI (US);

Nick S. Kapsokavathis, Shelby Township, MI (US);

Inventors:

Swarup Medasani, Thousand Oaks, CA (US);

Qin Jiang, Woodland Hills, CA (US);

Narayan Srinivasa, Oak Park, CA (US);

Yilu Zhang, Northville, MI (US);

Leandro G. Barajas, Troy, MI (US);

Nick S. Kapsokavathis, Shelby Township, MI (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 7/02 (2006.01);
U.S. Cl.
CPC ...
Abstract

Anomaly prediction of battery parasitic load includes processing input data related to a state of charge for a battery and a durational factor utilizing a machine learning algorithm and generating a predicted start-up state of charge. Warnings are issued if the predicted start-up state of charge drops below a threshold level within an operational time.


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