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. 10, 2023

Filed:

Jun. 12, 2019
Applicant:

Honeywell International Inc., Morris Plains, NJ (US);

Inventors:

Megan L. Hawley, Roseville, MN (US);

Timothy Griffith, Mesa, AZ (US);

Cavene Robinson, Gilbert, AZ (US);

Ananda Vel Murugan Chandra Mohan, Madurai, IN;

Dinkar Mylaraswamy, Phoenix, AZ (US);

Assignee:

HONEYWELL INTERNATIONAL INC., Charlotte, NC (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B64F 5/60 (2017.01); G06N 5/025 (2023.01); G06N 5/04 (2023.01); G07C 5/08 (2006.01);
U.S. Cl.
CPC ...
B64F 5/60 (2017.01); G06N 5/025 (2013.01); G06N 5/04 (2013.01); G07C 5/085 (2013.01); G07C 5/0816 (2013.01);
Abstract

Methods and systems are provided for predictive maintenance of a vehicle component. One method involves mapping a current instance of a component of a vehicle to one of plurality of degradation groups of prior lifecycles for other instances of the component based on a relationship between performance measurement data for the current instance and historical performance measurement data associated with that respective degradation group, obtaining contextual data associated with operation of the vehicle, and determining a maintenance recommendation for the current instance of the component based on the contextual data using a predictive maintenance model associated with the mapped degradation group.


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