SG10201806233RA - 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 fleetInfo
- Publication number
- SG10201806233RA SG10201806233RA SG10201806233RA SG10201806233RA SG10201806233RA SG 10201806233R A SG10201806233R A SG 10201806233RA SG 10201806233R A SG10201806233R A SG 10201806233RA SG 10201806233R A SG10201806233R A SG 10201806233RA SG 10201806233R A SG10201806233R A SG 10201806233RA
- Authority
- SG
- Singapore
- Prior art keywords
- aircraft
- equipment
- pairs
- flights
- predicting
- Prior art date
Links
- 230000007257 malfunction Effects 0.000 title abstract 4
- 238000000034 method Methods 0.000 title abstract 3
- 230000015556 catabolic process Effects 0.000 abstract 4
- 230000010006 flight Effects 0.000 abstract 4
- 238000012423 maintenance Methods 0.000 abstract 3
- 238000001514 detection method Methods 0.000 abstract 2
- 238000005259 measurement Methods 0.000 abstract 2
- 230000002596 correlated effect Effects 0.000 abstract 1
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)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| FR1450434A FR3016710B1 (fr) | 2014-01-20 | 2014-01-20 | Procede de prediction d'une anomalie de fonctionnement des equipements d'un aeronef ou d'une flotte d'aeronefs |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG10201806233RA true SG10201806233RA (en) | 2018-08-30 |
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 After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11201605936PA SG11201605936PA (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 (de) |
| EP (1) | EP3097455B1 (de) |
| FR (1) | FR3016710B1 (de) |
| SG (2) | SG10201806233RA (de) |
| WO (1) | WO2015107317A1 (de) |
Families Citing this family (13)
| 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 (ja) * | 2017-05-19 | 2020-03-25 | シャープ株式会社 | ネットワークシステム、情報処理方法、サーバ、および電気機器 |
| US10719772B2 (en) * | 2017-10-27 | 2020-07-21 | The Boeing Company | Unsupervised multivariate relational fault detection system for a vehicle and method therefor |
| FR3074590B1 (fr) * | 2017-12-04 | 2023-03-17 | Soc Air France | Methode de prediction d'une anomalie de fonctionnement d'un ou plusieurs equipements d'un ensemble |
| US11061414B2 (en) | 2017-12-20 | 2021-07-13 | General Electric Company | Fleet mission advisor |
| KR102385100B1 (ko) * | 2017-12-22 | 2022-04-13 | 삼성디스플레이 주식회사 | 인프라 설비 가동 데이터 자동분석방법 및 시스템 |
| JP6593821B1 (ja) * | 2018-11-08 | 2019-10-23 | 三菱電機株式会社 | 電子制御装置 |
| FR3098942B1 (fr) * | 2019-07-17 | 2021-11-19 | Safran Aircraft Engines | Procédé, dispositif, programme d’ordinateur de prédiction de panne/ anomalie de démarrage d’aéronef |
| US11952149B2 (en) | 2020-09-17 | 2024-04-09 | General Electric Company | System and method of forecasting aircraft engine operational data for predictive analytics |
| CN112700019B (zh) * | 2020-12-30 | 2023-12-26 | 深圳中集天达空港设备有限公司 | 登机桥的预防性维修系统、方法、装置、介质及电子设备 |
| 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 (zh) * | 2022-07-11 | 2023-04-07 | 合肥贵专电磁科技有限公司 | 一种基于无线传输的钢丝绳探测结果评估系统 |
Family Cites Families (9)
| 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 |
| WO2002066933A1 (fr) * | 2001-02-23 | 2002-08-29 | Arkray, Inc. | Dispositif de surveillance et dispositif de surveillance d'objet |
| US7389204B2 (en) * | 2001-03-01 | 2008-06-17 | Fisher-Rosemount Systems, Inc. | Data presentation system for abnormal situation prevention in a process plant |
| AU2002248549B2 (en) * | 2001-03-08 | 2005-01-20 | California Institute Of Technology | Real-time spatio-temporal coherence estimation for autonomous mode identification and invariance tracking |
| DE10153151A1 (de) * | 2001-10-27 | 2003-05-15 | Airbus Gmbh | Diagnosesystem sowie Diagnoseverfahren zur Unterstützung der Flugzeugwartung |
| US8117007B2 (en) * | 2008-09-12 | 2012-02-14 | The Boeing Company | Statistical analysis for maintenance optimization |
| EP2461296A1 (de) * | 2010-12-02 | 2012-06-06 | Techspace Aero S.A. | Überwachungsvorrichtung einer luftfahrttechnischen Ausrüstung |
| GB2494487B (en) * | 2012-04-16 | 2013-11-27 | Flight Data Services Ltd | Flight data validation apparatus and method |
-
2014
- 2014-01-20 FR FR1450434A patent/FR3016710B1/fr active Active
-
2015
- 2015-01-20 EP EP15705644.1A patent/EP3097455B1/de active Active
- 2015-01-20 SG SG10201806233RA patent/SG10201806233RA/en unknown
- 2015-01-20 WO PCT/FR2015/050138 patent/WO2015107317A1/fr active Application Filing
- 2015-01-20 US US15/112,533 patent/US10417843B2/en active Active
- 2015-01-20 SG SG11201605936PA patent/SG11201605936PA/en unknown
Also Published As
| Publication number | Publication date |
|---|---|
| SG11201605936PA (en) | 2016-08-30 |
| EP3097455A1 (de) | 2016-11-30 |
| EP3097455B1 (de) | 2019-02-20 |
| WO2015107317A1 (fr) | 2015-07-23 |
| US10417843B2 (en) | 2019-09-17 |
| FR3016710B1 (fr) | 2016-01-08 |
| US20160340059A1 (en) | 2016-11-24 |
| FR3016710A1 (fr) | 2015-07-24 |
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