Neural network system whose training is based on a combination of model and flight information for estimation of aircraft air data

Invention Grant

US11747360B2 Neural network system whose training is based on a combination of model and flight information for estimation of aircraft air data 有权

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Patent Title: Neural network system whose training is based on a combination of model and flight information for estimation of aircraft air data
Application No.: US16754999

Application Date: 2017-10-11
Publication No.: US11747360B2

Publication Date: 2023-09-05
Inventor: Bruno Javiel Carvalho , Gustavo José Zambrano , Leandro Fernandes Bergamo , Juliano de Melo Lustosa
Applicant: EMBRAER S.A.
Applicant Address: BR São José dos Campos
Assignee: Embraer S.A.
Current Assignee: Embraer S.A.
Current Assignee Address: BR São José dos Campos
Agency: Nixon & Vanderhye P.C.
International Application: PCT/BR2017/000121 2017.10.11
International Announcement: WO2019/071327A 2019.04.18
Date entered country: 2020-04-09
Main IPC: G01P13/02
IPC: G01P13/02 ; G01C23/00 ; G01P5/14 ; G01P21/02 ; G05D1/10

Neural network system whose training is based on a combination of model and flight information for estimation of aircraft air data

Abstract:

Aircraft air data is estimated using a neural network trained to be independent of any signals from air data sensors whose values are based on air flow pressure measurements.

Public/Granted literature

US20200309810A1 NEURAL NETWORK SYSTEM WHOSE TRAINING IS BASED ON A COMBINATION OF MODEL AND FLIGHT INFORMATION FOR ESTIMATION OF AIRCRAFT AIR DATA Public/Granted day:2020-10-01

Information query

Espacenet

IPC分类:

G	物理
G01	测量；测试
G01P	线速度或角速度、加速度、减速度或冲击的测量；运动的存在或不存在的指示；运动的方向的指示（利用陀螺效应测量角速率入G01C19/00；用于测量两个或多个运动变量的组合测量设备入G01C23/00；声速测量入G01H5/00；光速测量入G01J7/00；通过无线电波或其他波的反射或再辐射，且基于传播效应（例如多普勒效应）、传播时间或传播方向来测量固体物体的方向或速度入G01S；核辐射速度的测量入G01T）
G01P13/00	指示或记录运动的存在、或不存在；指示或记录运动的方向
G01P13/02	.仅指示方向的，例如用风向标