SG11201605936PA - Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet - Google Patents

Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet

Info

Publication number
SG11201605936PA
SG11201605936PA SG11201605936PA SG11201605936PA SG11201605936PA SG 11201605936P A SG11201605936P A SG 11201605936PA SG 11201605936P A SG11201605936P A SG 11201605936PA SG 11201605936P A SG11201605936P A SG 11201605936PA SG 11201605936P A SG11201605936P A SG 11201605936PA
Authority
SG
Singapore
Prior art keywords
aircraft
predicting
equipment
fleet
operational malfunction
Prior art date
Application number
SG11201605936PA
Inventor
Jean-Hugues Pettre
Original Assignee
Jean-Hugues Pettre
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 Jean-Hugues Pettre filed Critical Jean-Hugues Pettre
Publication of SG11201605936PA publication Critical patent/SG11201605936PA/en

Links

Classifications

    • 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
    • G07C5/0841—Registering performance data
    • G07C5/085—Registering performance data using electronic data carriers
    • 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
    • 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
    • G05B23/0224—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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Manufacturing & Machinery (AREA)
  • Transportation (AREA)
  • Traffic Control Systems (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
SG11201605936PA 2014-01-20 2015-01-20 Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet SG11201605936PA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1450434A FR3016710B1 (en) 2014-01-20 2014-01-20 METHOD FOR PREDICTING AN OPERATIONAL MALFUNCTION OF AN AIRCRAFT OR AN AIRCRAFT FLEET
PCT/FR2015/050138 WO2015107317A1 (en) 2014-01-20 2015-01-20 Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet

Publications (1)

Publication Number Publication Date
SG11201605936PA true SG11201605936PA (en) 2016-08-30

Family

ID=51014369

Family Applications (2)

Application Number Title Priority Date Filing Date
SG10201806233RA SG10201806233RA (en) 2014-01-20 2015-01-20 Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet
SG11201605936PA SG11201605936PA (en) 2014-01-20 2015-01-20 Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet

Family Applications Before (1)

Application Number Title Priority Date Filing Date
SG10201806233RA SG10201806233RA (en) 2014-01-20 2015-01-20 Method for predicting an operational malfunction in the equipment of an aircraft or aircraft fleet

Country Status (5)

Country Link
US (1) US10417843B2 (en)
EP (1) EP3097455B1 (en)
FR (1) FR3016710B1 (en)
SG (2) SG10201806233RA (en)
WO (1) WO2015107317A1 (en)

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Publication number Priority date Publication date Assignee Title
WO2017177190A1 (en) * 2016-04-07 2017-10-12 University Of Maryland Office Of Technology Commercialization Systems and methods for determination of health indicators using rank correlation analysis
US10325421B2 (en) * 2016-10-24 2019-06-18 The Boeing Company Systems and methods for aircraft message monitoring
JP6671314B2 (en) * 2017-05-19 2020-03-25 シャープ株式会社 Network system, information processing method, server, and electric device
US10719772B2 (en) * 2017-10-27 2020-07-21 The Boeing Company Unsupervised multivariate relational fault detection system for a vehicle and method therefor
FR3074590B1 (en) * 2017-12-04 2023-03-17 Soc Air France METHOD FOR PREDICTING AN MALFUNCTION OF ONE OR MORE EQUIPMENT OF A SET
US11061414B2 (en) 2017-12-20 2021-07-13 General Electric Company Fleet mission advisor
KR102385100B1 (en) * 2017-12-22 2022-04-13 삼성디스플레이 주식회사 Automatic analysis method of infrastructure operation data and system thereof
JP6593821B1 (en) * 2018-11-08 2019-10-23 三菱電機株式会社 Electronic control unit
FR3098942B1 (en) * 2019-07-17 2021-11-19 Safran Aircraft Engines Method, device, computer program for predicting aircraft failure / anomaly in starting an aircraft
IT202000004573A1 (en) * 2020-03-04 2021-09-04 Nuovo Pignone Tecnologie Srl Hybrid risk model for the optimization of maintenance and system for the execution of this method.
US11952149B2 (en) 2020-09-17 2024-04-09 General Electric Company System and method of forecasting aircraft engine operational data for predictive analytics
CN112700019B (en) * 2020-12-30 2023-12-26 深圳中集天达空港设备有限公司 Preventive maintenance system, method and device for boarding bridge, medium and electronic equipment
US20220388689A1 (en) * 2021-06-02 2022-12-08 The Boeing Company System and method for contextually-informed fault diagnostics using structural-temporal analysis of fault propagation graphs
CN115452936B (en) * 2022-07-11 2023-04-07 合肥贵专电磁科技有限公司 Steel wire rope detection result evaluation system based on wireless transmission

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5719566A (en) * 1996-06-28 1998-02-17 Sundstrand Corporation Method and apparatus for detecting dormant actuator failure
US6499114B1 (en) * 1999-02-17 2002-12-24 General Electric Company Remote diagnostic system and method collecting sensor data according to two storage techniques
JP4287653B2 (en) * 2001-02-23 2009-07-01 アークレイ株式会社 Monitoring device and monitoring target device
US7389204B2 (en) * 2001-03-01 2008-06-17 Fisher-Rosemount Systems, Inc. Data presentation system for abnormal situation prevention in a process plant
WO2002073475A1 (en) * 2001-03-08 2002-09-19 California Institute Of Technology Exception analysis for multimissions
DE10153151A1 (en) * 2001-10-27 2003-05-15 Airbus Gmbh Diagnostic system and diagnostic procedures to support aircraft maintenance
US8117007B2 (en) * 2008-09-12 2012-02-14 The Boeing Company Statistical analysis for maintenance optimization
EP2461296A1 (en) * 2010-12-02 2012-06-06 Techspace Aero S.A. Device for monitoring aeronautical equipment
GB2494487B (en) * 2012-04-16 2013-11-27 Flight Data Services Ltd Flight data validation apparatus and method

Also Published As

Publication number Publication date
US10417843B2 (en) 2019-09-17
US20160340059A1 (en) 2016-11-24
EP3097455B1 (en) 2019-02-20
FR3016710A1 (en) 2015-07-24
WO2015107317A1 (en) 2015-07-23
FR3016710B1 (en) 2016-01-08
EP3097455A1 (en) 2016-11-30
SG10201806233RA (en) 2018-08-30

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