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:
Sep. 02, 2014

Filed:

Feb. 08, 2012
Applicants:

Xiaomo Jiang, Atlanta, GA (US);

Eric Gebhardt, Roswell, GA (US);

Michael Bernard, Greenville, SC (US);

Steven Hartman, Marietta, GA (US);

Inventors:

Xiaomo Jiang, Atlanta, GA (US);

Eric Gebhardt, Roswell, GA (US);

Michael Bernard, Greenville, SC (US);

Steven Hartman, Marietta, GA (US);

Assignee:

General Electric Company, Schenectady, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06N 5/04 (2006.01); G06F 11/00 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06N 5/046 (2013.01); G06N 5/02 (2013.01); G06F 11/008 (2013.01); G06N 99/005 (2013.01);
Abstract

Systems and methods for fault prediction are described to reduce equipment failure by effectively monitoring equipment, removing anomalous data, and reducing false alarms. Such systems and methods can be used to receive monitoring data, extract information from the data, and combine extracted information for establishing prediction models. Additionally, fault probabilities may be quantified and faults may be predicted based on the probabilities.


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