公开(公告)号：US12136348B2

公开(公告)日：2024-11-05

申请号：US17175255

申请日：2021-02-12

Applicant: THE BOEING COMPANY

Inventor： Antonio Gracia Berna ,  Javier Lopez Leones ,  Ruben Vega Astorga ,  Maria del Pozo Dominguez ,  Manuel Polaina Morales

IPC: G08G5/00 ,  G05D1/00 ,  G06N3/044

Abstract: A device includes a memory, a network interface, and a processor. The memory is configured to store an aircraft performance model. The aircraft performance model is based on historical flight data of one or more aircraft. The aircraft performance model includes a recurrent neural network layer. The network interface is configured to receive real-time time-series flight data from a data bus of a first aircraft. The processor is configured to receive, via the network interface, the real-time time-series flight data. The processor is also configured to generate, based on the real-time time-series flight data and the aircraft performance model, one or more aircraft performance parameters. The processor is further configured to provide the aircraft performance parameters to a display device.

公开(公告)号：US20240105062A1

公开(公告)日：2024-03-28

申请号：US18347708

申请日：2023-07-06

Applicant: THE BOEING COMPANY

Inventor： Javier Lopez Leones ,  Antonio Gracia Berna ,  Manuel Polaina Morales ,  Maria del Pozo Dominguez ,  Ruben Vega Astorga ,  Mevlut Uzun ,  Gokhan Inalhan ,  Mustafa Umut Demirezen

IPC: G08G5/00

CPC classification number: G08G5/0021 ,  G08G5/0095

Abstract: A device includes a processor configured to obtain flight data of one or more aircraft of an aircraft type. The processor is configured to identify a first portion of the flight data as first phase flight data associated with a first phase of one or more flights of the one or more aircraft, and to apply a first aircraft performance model to the first phase flight data to determine first parameter values. The processor is configured to identify a second portion of the flight data as second phase flight data associated with a second phase of the one or more flights, and to apply the first aircraft performance model to the second phase flight data to determine second parameter values. The processor is configured to generate, based on the first parameter values and the second parameter values, a second aircraft performance model of a particular aircraft of the aircraft type.

公开(公告)号：US20210375141A1

公开(公告)日：2021-12-02

申请号：US17175255

申请日：2021-02-12

Applicant: THE BOEING COMPANY

Inventor： Antonio Gracia Berna ,  Javier Lopez Leones ,  Ruben Vega Astorga ,  Maria del Pozo Dominguez ,  Manuel Polaina Morales

IPC: G08G5/00 ,  G05D1/10 ,  G06N3/08

Abstract: A device includes a memory, a network interface, and a processor. The memory is configured to store an aircraft performance model. The aircraft performance model is based on historical flight data of one or more aircraft. The aircraft performance model includes a recurrent neural network layer. The network interface is configured to receive real-time time-series flight data from a data bus of a first aircraft. The processor is configured to receive, via the network interface, the real-time time-series flight data. The processor is also configured to generate, based on the real-time time-series flight data and the aircraft performance model, one or more aircraft performance parameters. The processor is further configured to provide the aircraft performance parameters to a display device.