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. 24, 2026

Filed:

Apr. 22, 2022
Applicant:

Raytheon Technologies Corporation, Farmington, CT (US);

Inventors:

Jeremiah C. Lee, Coventry, CT (US);

Alek Gavrilovski, Atlanta, GA (US);

Parakrama Herath, Avon, CT (US);

Daniel Mcmenamin, Ellington, CT (US);

Assignee:

RTX Corporation, Farmington, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/2135 (2023.01); G05B 23/02 (2006.01); G06F 18/2137 (2023.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06F 18/2135 (2023.01); G05B 23/0254 (2013.01); G06F 18/2137 (2023.01); G06N 3/02 (2013.01); G06F 2218/04 (2023.01);
Abstract

An inlet debris monitoring includes processing circuitry configured to: obtain a data set of electrostatic charge data from an electrostatic sensor; utilize a dimensional reduction technique to obtain a first set of basis vectors that represent the data set in a reduced dimensional space that is reduced with respect to initial dimensions of the data set; utilize the first set of basis vectors or a second set of reference basis vectors which are based on historical electrostatic charge data for one or more reference gas turbine engines, to project the data set onto the reduced dimensional space and obtain a reduced dimensional representation of the data set; utilize machine learning to determine whether the reduced dimensional representation of the data set indicates foreign object debris in the particular gas turbine engine; and based on the determination indicating detection of foreign object debris, provide a foreign object debris notification.


Find Patent Forward Citations

Loading…