FR3046268B1 - Systeme d'exploitation de donnees de vol d'un aeronef - Google Patents

Systeme d'exploitation de donnees de vol d'un aeronef Download PDF

Info

Publication number
FR3046268B1
FR3046268B1 FR1563183A FR1563183A FR3046268B1 FR 3046268 B1 FR3046268 B1 FR 3046268B1 FR 1563183 A FR1563183 A FR 1563183A FR 1563183 A FR1563183 A FR 1563183A FR 3046268 B1 FR3046268 B1 FR 3046268B1
Authority
FR
France
Prior art keywords
observation data
aircraft
flight data
quality values
operation system
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
FR1563183A
Other languages
English (en)
Other versions
FR3046268A1 (fr
Inventor
Julien Alexis Louis Ricordeau
Alexandre Anfriani
Aurelie GOUBY
Jerome Henri Noel Lacaille
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Safran Aircraft Engines SAS
Original Assignee
Safran Aircraft Engines SAS
SNECMA SAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Safran Aircraft Engines SAS, SNECMA SAS filed Critical Safran Aircraft Engines SAS
Priority to FR1563183A priority Critical patent/FR3046268B1/fr
Priority to US15/388,185 priority patent/US20170185937A1/en
Publication of FR3046268A1 publication Critical patent/FR3046268A1/fr
Application granted granted Critical
Publication of FR3046268B1 publication Critical patent/FR3046268B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395—Quality analysis or management
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64F—GROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT; DESIGNING, MANUFACTURING, ASSEMBLING, CLEANING, MAINTAINING OR REPAIRING AIRCRAFT, NOT OTHERWISE PROVIDED FOR; HANDLING, TRANSPORTING, TESTING OR INSPECTING AIRCRAFT COMPONENTS, NOT OTHERWISE PROVIDED FOR
    • B64F5/00—Designing, manufacturing, assembling, cleaning, maintaining or repairing aircraft, not otherwise provided for; Handling, transporting, testing or inspecting aircraft components, not otherwise provided for
    • B64F5/60—Testing or inspecting aircraft components or systems
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/008—Registering or indicating the working of vehicles communicating information to a remotely located station
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00—Registering or indicating the working of vehicles
    • G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0808—Diagnosing performance data

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Human Resources & Organizations (AREA)
  • Automation & Control Theory (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Transportation (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Traffic Control Systems (AREA)
  • Combined Controls Of Internal Combustion Engines (AREA)

Abstract

L'invention concerne un système d'exploitation de données de vol pour optimiser les opérations d'un aéronef, comportant : - un circuit d'acquisition (3) configuré pour recueillir des données d'observations (D1-Dn) relatives à un ensemble d'aéronefs, et - un circuit de traitement (5) configuré : - pour assigner des valeurs de qualité (Qi) auxdites données d'observations en leur appliquant en fonction de leurs contextes des modèles d'apprentissages (M1-Mn) prédéterminés correspondants, générant ainsi des données d'observations enrichies de valeurs de qualité, et - pour analyser lesdites données d'observations en fonction de leurs valeurs de qualité afin d'optimiser les opérations de l'aéronef.
FR1563183A 2015-12-23 2015-12-23 Systeme d'exploitation de donnees de vol d'un aeronef Active FR3046268B1 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
FR1563183A FR3046268B1 (fr) 2015-12-23 2015-12-23 Systeme d'exploitation de donnees de vol d'un aeronef
US15/388,185 US20170185937A1 (en) 2015-12-23 2016-12-22 Aircraft flight data evaluation system

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1563183 2015-12-23
FR1563183A FR3046268B1 (fr) 2015-12-23 2015-12-23 Systeme d'exploitation de donnees de vol d'un aeronef

Publications (2)

Publication Number Publication Date
FR3046268A1 FR3046268A1 (fr) 2017-06-30
FR3046268B1 true FR3046268B1 (fr) 2019-05-10

Family

ID=56611280

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1563183A Active FR3046268B1 (fr) 2015-12-23 2015-12-23 Systeme d'exploitation de donnees de vol d'un aeronef

Country Status (2)

Country Link
US (1) US20170185937A1 (fr)
FR (1) FR3046268B1 (fr)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10838983B2 (en) 2015-01-25 2020-11-17 Richard Banister Method of integrating remote databases by parallel update requests over a communications network
EP3694780B1 (fr) * 2017-10-11 2023-04-12 Bombardier Inc. Appareil et procédé d'aide au test fonctionnel de systèmes d'aéronef
FR3073045B1 (fr) 2017-10-26 2019-11-22 Safran Aircraft Engines Procede d'equilibrage d'un ensemble d'aubes
WO2019186591A1 (fr) * 2018-03-29 2019-10-03 Zestiot Technologies Private Limited Procédé et système d'automatisation de flux d'opérations sur des aéroports
CN109785462A (zh) * 2019-01-21 2019-05-21 南京航空航天大学 航空器油耗计算***
CN109830001A (zh) * 2019-01-23 2019-05-31 北京邮电大学 一种数据质量评估方法及装置
CN110322161A (zh) * 2019-07-10 2019-10-11 中国民航信息网络股份有限公司 航班生效批次的生效调整方法及装置
FR3101669B1 (fr) * 2019-10-07 2022-04-08 Safran Dispositif, procédé et programme d’ordinateur de suivi de moteur d’aéronef
US11959386B2 (en) 2022-04-04 2024-04-16 Rtx Corporation Monitoring fluid consumption of gas turbine engine during an engine cycle

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2570201B1 (fr) * 1984-09-10 1987-01-09 Aerospatiale Procede de commande d'un aerodyne a moteur, tel qu'avion, en phase de montee adapte a optimiser le cout d'exploitation dudit aerodyne
US6480770B1 (en) * 1999-04-01 2002-11-12 Honeywell International Inc. Par system for analyzing aircraft flight data
US20120152007A1 (en) * 2007-01-12 2012-06-21 Richard Holmes Testing performance of a material for use in a jet engine
FR2957170B1 (fr) * 2010-03-03 2015-04-17 Snecma Outil de conception d'un systeme de surveillance d'un moteur d'aeronef
FR2970358B1 (fr) * 2011-01-06 2019-04-12 Airbus Helicopters Pronostic de duree avant maintenance par fusion entre modelisation et simulation, pour equipements electroniques embarques dans un aeronef
US8600917B1 (en) * 2011-04-18 2013-12-03 The Boeing Company Coupling time evolution model with empirical regression model to estimate mechanical wear
CN102416821A (zh) * 2011-07-27 2012-04-18 中国国际航空股份有限公司 飞机***数据处理方法
US20130199571A1 (en) * 2011-11-10 2013-08-08 Reaction Systems, Llc Novel thermal method for rapid coke measurement in liquid rocket engines
GB2494487B (en) * 2012-04-16 2013-11-27 Flight Data Services Ltd Flight data validation apparatus and method
US10248742B2 (en) * 2012-12-12 2019-04-02 University Of North Dakota Analyzing flight data using predictive models
US10665114B2 (en) * 2014-03-28 2020-05-26 The Boeing Company Aircraft fuel optimization analytics
GB201412444D0 (en) * 2014-05-30 2014-08-27 Airbus Operations Ltd System and method for providing an optimized aircraft turnaround schedule
FR3040801B1 (fr) * 2015-09-09 2017-08-25 Thales Sa Optimisation de la trajectoire d'un aeronef
US9911339B2 (en) * 2015-11-05 2018-03-06 Ge Aviation Systems Llc Experimental real-time performance enhancement for aircraft

Also Published As

Publication number Publication date
US20170185937A1 (en) 2017-06-29
FR3046268A1 (fr) 2017-06-30

Similar Documents

Publication Publication Date Title
FR3046268B1 (fr) Systeme d'exploitation de donnees de vol d'un aeronef
BR112018008504A2 (pt) aparelho para gerar um sinal de áudio filtrado e seu método, sistema e método para fornecer informações de modificação de direção
BR112018003372A2 (pt) método para fornecer recomendações de barbeamento em estágios, programa de computador executável em uma unidade de processamento, sistema de cuidados pessoais, e aparelho de barbeamento
WO2015138497A3 (fr) Systèmes et procédés d'analyse de données rapide
BR112016007121A2 (pt) método para a análise de acústica de uma máquina, sistema para a análise de acústica de uma máquina e produto
MX2016014057A (es) Metodo y aparato para organizar contenido de medios.
CO2017002703A2 (es) Coincidencias de auto-programas de infusión retrasada con programas de infusion ingresados manualmente
NZ710299A (en) Methods, systems, and software for identifying bio-molecules with interacting components
FR3047579B1 (fr) Procede de selection d'un mode de capture d'ecran
MY194686A (en) Detection of chromosome interactions
MX2016001077A (es) Sistemas y metodos para un laboratorio clinico distribuido.
BR112016014223A2 (pt) Sistemas, métodos e aparelho para recuperação de imagem
GB201216269D0 (en) Generating a map-reduce framework for a multi-core cluster
IN2014MN02083A (fr)
FR3022049B1 (fr) Procede d'analyse d'une scene dynamique, module d'analyse et programme d'ordinateur associes
BR112016010322A2 (pt) Método computadorizado de avaliação de risco de câncer de pulmão, meio legível por computador, sistema de avaliação de câncer de pulmão, e método de geração de um classificador para avaliação de risco de câncer de pulmão
GB201209399D0 (en) A method for identifying pairs of derivative and original images
BR112017012735A2 (pt) aparelho, sistema e método para operações de petróleo e gás
EP2645332A3 (fr) Dispositif de traitement d'image qui divise une image en plusieurs régions
IN2015CH01303A (fr)
MX2015002499A (es) Metodos y sistemas para cuantificar la coherencia y separacion basada en coherencia limitada en adquisicion de disparo simultaneo.
MY194297A (en) A method and device for providing search engine label
FR3064070B1 (fr) Procede de surveillance des moteurs d'un aeronef
EP2942718A3 (fr) Serveur, procédé de commande associé et système de production de classements de termes de recherche dont la popularité augmente rapidement
SE1751327A1 (en) System and method for optical inspection of an object

Legal Events

Date Code Title Description
PLFP Fee payment

Year of fee payment: 2

PLSC Publication of the preliminary search report

Effective date: 20170630

PLFP Fee payment

Year of fee payment: 3

CD Change of name or company name

Owner name: SAFRAN AIRCRAFT ENGINES, FR

Effective date: 20180809

PLFP Fee payment

Year of fee payment: 5

PLFP Fee payment

Year of fee payment: 6

PLFP Fee payment

Year of fee payment: 7

PLFP Fee payment

Year of fee payment: 8

PLFP Fee payment

Year of fee payment: 9