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:
Oct. 27, 2020

Filed:

Dec. 30, 2016
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

Stephen William Piche, Austin, TX (US);

Fred Francis Pickard, Norfolk, MA (US);

Assignee:

General Electric Company, Schenectady, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01); G06N 3/08 (2006.01); G06F 30/20 (2020.01); G06F 30/23 (2020.01); G06N 3/04 (2006.01); G06F 17/16 (2006.01); G06N 7/00 (2006.01); G06F 17/11 (2006.01); G06F 111/10 (2020.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G05B 13/027 (2013.01); G05B 13/0265 (2013.01); G05B 13/041 (2013.01); G06F 17/11 (2013.01); G06F 17/16 (2013.01); G06F 30/20 (2020.01); G06F 30/23 (2020.01); G06N 3/0445 (2013.01); G06N 3/0472 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 7/005 (2013.01); G06F 2111/10 (2020.01);
Abstract

A method for modeling a system that includes a disturbance rejection model configured for modeling an operation of the system so to generate a predicted value for a system output. The disturbance rejection model having a network for mapping system inputs to the system output, and input-output pairings, each representing a unique pairing of one of the system inputs with the system output. The method may include the steps of: calculating a confidence metric for a selected input-output pairing of the disturbance rejection model; and recommending a modification be made to the disturbance rejection model based upon the confidence metric calculated for the selected one of the input-output pairing. The confidence metric may indicate a probability that a predicted sign of a gain in the system output made by the disturbance rejection model is correct when the system input of the selected input-output pairing is varied.


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