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. 09, 2020

Filed:

Apr. 21, 2017
Applicant:

General Electric Company, Schenectady, NY (US);

Inventors:

Craig Wesley Stevens, Revere, MA (US);

Simon Shu Kong Chan, Danville, CA (US);

Siyu Wu, San Ramon, CA (US);

Lauren Ashley Vahldick, Salem, MA (US);

Ronald Burton Wight, Lisbon Falls, ME (US);

Robert Alan Clements, Pacifica, CA (US);

Assignee:

General Electric Company, Schenectady, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06G 7/48 (2006.01); G06F 30/20 (2020.01); G07C 5/08 (2006.01); G07C 5/00 (2006.01); G06N 20/00 (2019.01); F01D 21/14 (2006.01); B64D 45/00 (2006.01); G06F 30/15 (2020.01);
U.S. Cl.
CPC ...
G06F 30/20 (2020.01); F01D 21/14 (2013.01); G06N 20/00 (2019.01); G07C 5/006 (2013.01); G07C 5/0808 (2013.01); B64D 2045/0085 (2013.01); F05D 2260/80 (2013.01); F05D 2260/81 (2013.01); F05D 2270/11 (2013.01); F05D 2270/71 (2013.01); G06F 30/15 (2020.01);
Abstract

Systems and methods for predicting usage based lifing and low cycle fatigue consumption are provided. In one example embodiment, a method can include obtaining historical flight data associated with one or more gas turbine engines of an aerial vehicle; obtaining data indicative of one or more operational conditions of the aerial vehicle during an operating period; determining whether the flight data is indicative of a usable flight; and constructing a model correlating low cycle fatigue consumption with flight data using a machine learning technique.


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