FR3010448B1 - Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision - Google Patents

Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision

Info

Publication number
FR3010448B1
FR3010448B1 FR1358593A FR1358593A FR3010448B1 FR 3010448 B1 FR3010448 B1 FR 3010448B1 FR 1358593 A FR1358593 A FR 1358593A FR 1358593 A FR1358593 A FR 1358593A FR 3010448 B1 FR3010448 B1 FR 3010448B1
Authority
FR
France
Prior art keywords
aircraft
degradation
monitoring
decision threshold
automatic determination
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
FR1358593A
Other languages
English (en)
Other versions
FR3010448A1 (fr
Inventor
Jean-Remi Andre Masse
Ouadie Hmad
Edith Grall-Maes
Pierre Jean Emile Beauseroy
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
Universite de Technologie de Troyes
Safran Engineering Services SAS
Original Assignee
Universite de Technologie de Troyes
Safran Engineering Services 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 Universite de Technologie de Troyes, Safran Engineering Services SAS, SNECMA SAS filed Critical Universite de Technologie de Troyes
Priority to FR1358593A priority Critical patent/FR3010448B1/fr
Priority to US14/478,076 priority patent/US9598178B2/en
Publication of FR3010448A1 publication Critical patent/FR3010448A1/fr
Application granted granted Critical
Publication of FR3010448B1 publication Critical patent/FR3010448B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64D—EQUIPMENT FOR FITTING IN OR TO AIRCRAFT; FLIGHT SUITS; PARACHUTES; ARRANGEMENT OR MOUNTING OF POWER PLANTS OR PROPULSION TRANSMISSIONS IN AIRCRAFT
    • B64D45/00—Aircraft indicators or protectors not otherwise provided for
    • 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
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64D—EQUIPMENT FOR FITTING IN OR TO AIRCRAFT; FLIGHT SUITS; PARACHUTES; ARRANGEMENT OR MOUNTING OF POWER PLANTS OR PROPULSION TRANSMISSIONS IN AIRCRAFT
    • B64D45/00—Aircraft indicators or protectors not otherwise provided for
    • B64D2045/0085—Devices for aircraft health monitoring, e.g. monitoring flutter or vibration

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Complex Calculations (AREA)
FR1358593A 2013-09-06 2013-09-06 Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision Active FR3010448B1 (fr)

Priority Applications (2)

Application Number Priority Date Filing Date Title
FR1358593A FR3010448B1 (fr) 2013-09-06 2013-09-06 Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision
US14/478,076 US9598178B2 (en) 2013-09-06 2014-09-05 Method for monitoring a degradation in an on-board device of an aircraft with automatic determination of a decision threshold

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR1358593A FR3010448B1 (fr) 2013-09-06 2013-09-06 Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision

Publications (2)

Publication Number Publication Date
FR3010448A1 FR3010448A1 (fr) 2015-03-13
FR3010448B1 true FR3010448B1 (fr) 2015-08-21

Family

ID=49713235

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1358593A Active FR3010448B1 (fr) 2013-09-06 2013-09-06 Procede de surveillance d’une degradation d’un dispositif embarque d’un aeronef avec determination automatique d’un seuil de decision

Country Status (2)

Country Link
US (1) US9598178B2 (fr)
FR (1) FR3010448B1 (fr)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR3022997B1 (fr) * 2014-06-25 2016-06-10 Snecma Procede de surveillance d'une degradation d'un dispositif embarque d'un aeronef incluant la determination d'un seuil de comptage
US20230176562A1 (en) * 2020-06-30 2023-06-08 Siemens Aktiengesellschaft Providing an alarm relating to anomaly scores assigned to input data method and system

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3186866B2 (ja) * 1992-11-20 2001-07-11 株式会社東芝 構造部材の劣化・損傷予測方法およびその予測装置
JP3850311B2 (ja) * 2002-02-21 2006-11-29 オムロン株式会社 残存寿命予測報知方法および電子機器
US6892163B1 (en) * 2002-03-08 2005-05-10 Intellectual Assets Llc Surveillance system and method having an adaptive sequential probability fault detection test
US7451021B2 (en) * 2003-05-06 2008-11-11 Edward Wilson Model-based fault detection and isolation for intermittently active faults with application to motion-based thruster fault detection and isolation for spacecraft
US7260501B2 (en) * 2004-04-21 2007-08-21 University Of Connecticut Intelligent model-based diagnostics for system monitoring, diagnosis and maintenance
US8437904B2 (en) * 2007-06-12 2013-05-07 The Boeing Company Systems and methods for health monitoring of complex systems
US7627454B2 (en) * 2007-10-16 2009-12-01 General Electric Company Method and system for predicting turbomachinery failure events employing genetic algorithm
US20100030519A1 (en) * 2008-07-31 2010-02-04 Collier Jarrell D System for Real-Time Object Damage Detection and Evaluation
GB0818544D0 (en) * 2008-10-09 2008-11-19 Oxford Biosignals Ltd Improvements in or relating to multi-parameter monitoring
JP5550398B2 (ja) * 2010-03-18 2014-07-16 三菱重工業株式会社 舵面故障・損傷検出装置
JP5337909B2 (ja) * 2010-03-30 2013-11-06 株式会社東芝 異常検出装置
FR2983528B1 (fr) * 2011-12-05 2014-01-17 Snecma Methode de surveillance d'une chaine de mesure d'un turboreacteur
US8798817B2 (en) * 2012-01-31 2014-08-05 Gulfstream Aerospace Corporation Methods and systems for requesting and retrieving aircraft data during flight of an aircraft
US20130197739A1 (en) * 2012-01-31 2013-08-01 Gulfstream Aerospace Corporation Methods and systems for aircraft health and trend monitoring
FR2989499B1 (fr) * 2012-04-12 2014-05-16 Airbus Operations Sas Procede, dispositifs et programme d'ordinateur d'aide au diagnostic preventif d'un systeme d'un aeronef, utilisant des graphes d'evenements redoutes
FR2991485B1 (fr) * 2012-06-05 2015-08-14 Airbus Operations Sas Procede et dispositif d'estimation automatique d'une degradation en consommation et en trainee d'un aeronef.
US9014918B2 (en) * 2012-10-12 2015-04-21 Cummins Inc. Health monitoring systems and techniques for vehicle systems
US20140257716A1 (en) * 2013-03-11 2014-09-11 Board Of Trustees Of Michigan State University Methods for estimating remaining life of a monitored structure
WO2015013307A1 (fr) * 2013-07-23 2015-01-29 Gulfstream Aerospace Corporation Procédés, systèmes et appareil permettant de générer automatiquement un carnet de vol et un fichier liste de transpondeur

Also Published As

Publication number Publication date
US20150073650A1 (en) 2015-03-12
US9598178B2 (en) 2017-03-21
FR3010448A1 (fr) 2015-03-13

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