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:
Mar. 04, 2025

Filed:

Sep. 30, 2021
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

Eduardo Aguilar Armendariz, Queretaro, MX;

Pamela M. Boehm, Cincinnati, OH (US);

Kanahayya Dudhale, Bangalore, IN;

Shivam Mittal, Bangalore, IN;

William J. Simpson, Cincinnati, OH (US);

Assignee:

General Electric Company, Evendale, OH (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
F01D 5/10 (2006.01); F01D 5/02 (2006.01); F01D 21/00 (2006.01); G01H 1/00 (2006.01); G01M 1/02 (2006.01); G01M 1/32 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
F01D 5/027 (2013.01); G01H 1/006 (2013.01); G01M 1/02 (2013.01); G01M 1/32 (2013.01); F05D 2220/323 (2013.01); G06N 20/00 (2019.01);
Abstract

A system and method for reducing the vibration response of a rotating system are provided. In one aspect, an optimized balance shot or solution that indicates one or more physical locations at which one or more balancing weights are to be added or removed from the rotating system is generated. The balance shot is generated based on a transfer function that is customized specifically for the rotating system. The transfer function is generated by applying one or more machine-learned models to parameter values for parameters that are associated with the rotating system. The machine-learned models can generate main effects plots, and from the plots, an effective set of parameter values can be determined. The transfer function can be generated using the effective set of parameter values so that the transfer function used to generate the balance shot is optimized specifically for the rotating system undergoing the balancing process.


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