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.
Patent No.:
Date of Patent:
Dec. 12, 2023
Filed:
Apr. 08, 2020
Applicant:
George Mason University, Fairfax, VA (US);
Inventors:
Lance Sherry, Fairfax, VA (US);
Oleksandra Snisarevska, Manassas, VA (US);
Assignee:
GEORGE MASON UNIVERSITY, Fairfax, VA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B64D 43/00 (2006.01); G06N 20/00 (2019.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
B64D 43/00 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
Abstract
Methods and system for improved aircraft safety are described herein. A machine learning model may be trained using historical flight data for a number of previously flown flights where an automation function autonomously disengaged. The trained machine learning model may be used to generate probabilistic alert rules. The probabilistic alert rules may be used by a computing device onboard an aircraft to provide contextual information to flight crew relating to engagement status for one or more automation functions of the aircraft.