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:
Jun. 06, 2023

Filed:

Dec. 17, 2019
Applicant:

Palo Alto Research Center Incorporated, Palo Alto, CA (US);

Inventor:

Kai F. Goebel, Mountain View, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2023.01); G01M 99/00 (2011.01); G06Q 10/20 (2023.01); G06N 7/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 7/00 (2013.01); G01M 99/008 (2013.01); G06Q 10/20 (2013.01); G06N 20/00 (2019.01);
Abstract

A system for predicting remaining useful life of a component implements a set of estimation models that generate future damage estimates for the component. The system detects damage to the component and estimates the magnitude of the current damaged. An error processor estimates the between each future damage estimate and the magnitude of current damage. A weight calculator calculates weights for the future damage estimates, wherein each weight is inversely proportional to the error. A fusion processor applies the weights respectively to future damage estimates of the estimators and combines the weighted future damage estimates.


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