IL140101A - Methods and system for estimating engine faults - Google Patents
Methods and system for estimating engine faultsInfo
- Publication number
- IL140101A IL140101A IL14010100A IL14010100A IL140101A IL 140101 A IL140101 A IL 140101A IL 14010100 A IL14010100 A IL 14010100A IL 14010100 A IL14010100 A IL 14010100A IL 140101 A IL140101 A IL 140101A
- Authority
- IL
- Israel
- Prior art keywords
- operating condition
- accordance
- processor
- engine
- faults
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 22
- 239000011159 matrix material Substances 0.000 claims description 11
- 230000006866 deterioration Effects 0.000 claims description 9
- 238000013528 artificial neural network Methods 0.000 claims description 5
- 238000001514 detection method Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 230000010006 flight Effects 0.000 description 3
- 238000003745 diagnosis Methods 0.000 description 2
- 230000008439 repair process Effects 0.000 description 2
- 230000001052 transient effect Effects 0.000 description 2
- 238000004422 calculation algorithm Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000003252 repetitive effect Effects 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M15/00—Testing of engines
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Testing Of Engines (AREA)
- Combined Controls Of Internal Combustion Engines (AREA)
- Control Of Turbines (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US09/466,153 US6502085B1 (en) | 1999-12-18 | 1999-12-18 | Methods and systems for estimating engine faults |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| IL140101A0 IL140101A0 (en) | 2002-02-10 |
| IL140101A true IL140101A (en) | 2004-06-01 |
Family
ID=23850715
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| IL14010100A IL140101A (en) | 1999-12-18 | 2000-12-05 | Methods and system for estimating engine faults |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US6502085B1 (fr) |
| EP (1) | EP1114991A3 (fr) |
| JP (1) | JP2001193477A (fr) |
| IL (1) | IL140101A (fr) |
Families Citing this family (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7020595B1 (en) * | 1999-11-26 | 2006-03-28 | General Electric Company | Methods and apparatus for model based diagnostics |
| US6917839B2 (en) * | 2000-06-09 | 2005-07-12 | Intellectual Assets Llc | Surveillance system and method having an operating mode partitioned fault classification model |
| US6466858B1 (en) | 2000-11-02 | 2002-10-15 | General Electric Company | Methods and apparatus for monitoring gas turbine engine operation |
| US6687596B2 (en) * | 2001-08-31 | 2004-02-03 | General Electric Company | Diagnostic method and system for turbine engines |
| US7233884B2 (en) | 2002-10-31 | 2007-06-19 | United Technologies Corporation | Methodology for temporal fault event isolation and identification |
| US6909960B2 (en) * | 2002-10-31 | 2005-06-21 | United Technologies Corporation | Method for performing gas turbine performance diagnostics |
| US6892127B2 (en) * | 2003-02-28 | 2005-05-10 | General Electric Company | Methods and apparatus for assessing gas turbine engine damage |
| US7177785B2 (en) * | 2003-08-22 | 2007-02-13 | Honeywell International, Inc. | Systems and methods for improved aircraft performance predictions |
| US7280941B2 (en) | 2004-12-29 | 2007-10-09 | General Electric Company | Method and apparatus for in-situ detection and isolation of aircraft engine faults |
| US7693643B2 (en) * | 2005-02-14 | 2010-04-06 | Honeywell International Inc. | Fault detection system and method for turbine engine fuel systems |
| DE602005008706D1 (de) * | 2005-03-24 | 2008-09-18 | Abb Research Ltd | Abschätzen der Zustandparameter oder Erscheinung eines alternden Systems |
| US7577549B2 (en) * | 2005-07-18 | 2009-08-18 | General Electric Company | System and method for trending exhaust gas temperature in a turbine engine |
| US7979192B2 (en) | 2006-03-31 | 2011-07-12 | Morrison Brian D | Aircraft-engine trend monitoring system |
| US20070260424A1 (en) * | 2006-05-05 | 2007-11-08 | Harold Brown | Methods and apparatus for estimating engine thrust |
| US7860635B2 (en) * | 2006-05-12 | 2010-12-28 | The United States Of America As Represented By The Secretary Of The Army | Singular value decomposition-based method for optimal estimation of turbofan engine thrust and other unmeasurable parameters |
| US8478473B2 (en) * | 2008-07-28 | 2013-07-02 | General Electric Company | Method and systems for controlling gas turbine engine temperature |
| GB2462826B (en) * | 2008-08-20 | 2014-03-12 | Rolls Royce Plc | A method for detecting overpressure inside a compartment associated with a gas turbine nacelle |
| US8862433B2 (en) | 2010-05-18 | 2014-10-14 | United Technologies Corporation | Partitioning of turbomachine faults |
| CN102288412B (zh) * | 2011-05-04 | 2013-05-01 | 哈尔滨工业大学 | 基于损伤基线的航空发动机硬件损伤分析与寿命预测方法 |
| RU2481564C1 (ru) * | 2011-12-29 | 2013-05-10 | Открытое акционерное общество "Научно-производственное объединение "Сатурн" (ОАО "НПО "Сатурн") | Турбореактивный двигатель, способ испытания турбореактивного двигателя, способ производства партии турбореактивных двигателей (варианты), способ эксплуатации турбореактивного двигателя |
| RU2484441C1 (ru) * | 2012-04-12 | 2013-06-10 | Открытое акционерное общество "Научно-производственное объединение "Сатурн" (ОАО "НПО "Сатурн") | Газотурбинный двигатель. способ испытания газотурбинного двигателя. способ производства партии газотурбинных двигателей (варианты). способ эксплуатации газотурбинного двигателя |
| GB2513133B (en) | 2013-04-16 | 2015-07-08 | Ge Aviat Systems Ltd | Methods for predicting a speed brake system fault |
| GB2513132B (en) * | 2013-04-16 | 2015-05-27 | Ge Aviat Systems Ltd | Method for predicting a bleed air system fault |
| GB2514108B (en) * | 2013-05-13 | 2015-06-24 | Ge Aviat Systems Ltd | Method for diagnosing a bleed air system fault |
| RU2544409C1 (ru) * | 2013-11-07 | 2015-03-20 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Способ серийного производства турбореактивного двигателя и турбореактивный двигатель, выполненный этим способом |
| RU2551915C1 (ru) * | 2013-11-07 | 2015-06-10 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Способ серийного производства газотурбинного двигателя и газотурбинный двигатель, выполненный этим способом |
| RU2551911C1 (ru) * | 2013-11-07 | 2015-06-10 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Турбореактивный двигатель |
| RU2544639C1 (ru) * | 2013-11-07 | 2015-03-20 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Способ серийного производства турбореактивного двигателя и турбореактивный двигатель, выполненный этим способом |
| RU2551247C1 (ru) * | 2013-11-07 | 2015-05-20 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Турбореактивный двигатель |
| RU2544638C1 (ru) * | 2013-11-07 | 2015-03-20 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Газотурбинный двигатель |
| RU2544419C1 (ru) * | 2013-11-07 | 2015-03-20 | Открытое Акционерное Общество "Уфимское Моторостроительное Производственное Объединение" (Оао "Умпо") | Способ доводки опытного газотурбинного двигателя |
| DE102016008987B4 (de) | 2015-07-31 | 2021-09-16 | Fanuc Corporation | Maschinenlernverfahren und Maschinenlernvorrichtung zum Lernen von Fehlerbedingungen, und Fehlervorhersagevorrichtung und Fehlervorhersagesystem, das die Maschinenlernvorrichtung einschließt |
| RU2640972C1 (ru) * | 2017-03-14 | 2018-01-12 | Публичное акционерное общество "ОДК - Уфимское моторостроительное производственное объединение" (ПАО "ОДК-УМПО") | Способ диагностики технического состояния двухконтурного газотурбинного двигателя при эксплуатации |
| JP7573035B2 (ja) * | 2020-01-02 | 2024-10-24 | ルフトハンザ・テッヒニク・アクチェンゲゼルシャフト | 航空機のブリードエア供給システムを監視するための方法およびコンピュータプログラム製品 |
| JP7496499B2 (ja) * | 2020-11-30 | 2024-06-07 | パナソニックIpマネジメント株式会社 | 学習装置、学習方法、および故障予知システム |
| US11829229B2 (en) | 2022-04-26 | 2023-11-28 | Hamilton Sundstrand Corporation | Apparatus and method for diagnosing no fault failure found in electronic systems |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4215412A (en) | 1978-07-13 | 1980-07-29 | The Boeing Company | Real time performance monitoring of gas turbine engines |
| GB8902645D0 (en) * | 1989-02-07 | 1989-03-30 | Smiths Industries Plc | Monitoring |
| US5402521A (en) * | 1990-02-28 | 1995-03-28 | Chiyoda Corporation | Method for recognition of abnormal conditions using neural networks |
| US5080496A (en) | 1990-06-25 | 1992-01-14 | General Electric Company | Method and apparatus for compensated temperature prediction |
| JP3196390B2 (ja) | 1992-12-25 | 2001-08-06 | 富士電機株式会社 | パラメータ同定器 |
| US5726891A (en) | 1994-01-26 | 1998-03-10 | Sisson; Patterson B. | Surge detection system using engine signature |
| US5689066A (en) | 1995-08-15 | 1997-11-18 | Stevenson; Dennis B. | Method and apparatus for analyzing gas turbine pneumatic fuel system |
| FR2739145B1 (fr) * | 1995-09-25 | 1998-12-18 | Bosch Gmbh Robert | Procede de detection des rates de combustion d'un moteur a combustion interne |
| US5751609A (en) * | 1996-10-24 | 1998-05-12 | The United States Of America As Represented By The Secretary Of The Navy | Neural network based method for estimating helicopter low airspeed |
| GB2321720A (en) | 1997-02-04 | 1998-08-05 | Secr Defence | Modelling a system with more parameters than sensors |
| US5971319A (en) * | 1997-09-05 | 1999-10-26 | Zero-Gravity Corporation | System for converting jet aircraft to parabolic flight operation |
| US6285947B1 (en) * | 1999-10-28 | 2001-09-04 | Brunswick Corporation | Prognostication of future failure of an engine indicator parameter |
| US7020595B1 (en) * | 1999-11-26 | 2006-03-28 | General Electric Company | Methods and apparatus for model based diagnostics |
-
1999
- 1999-12-18 US US09/466,153 patent/US6502085B1/en not_active Expired - Fee Related
-
2000
- 2000-12-05 IL IL14010100A patent/IL140101A/en not_active IP Right Cessation
- 2000-12-15 JP JP2000381165A patent/JP2001193477A/ja not_active Withdrawn
- 2000-12-15 EP EP00311261A patent/EP1114991A3/fr not_active Withdrawn
Also Published As
| Publication number | Publication date |
|---|---|
| EP1114991A2 (fr) | 2001-07-11 |
| JP2001193477A (ja) | 2001-07-17 |
| IL140101A0 (en) | 2002-02-10 |
| US6502085B1 (en) | 2002-12-31 |
| EP1114991A3 (fr) | 2003-09-03 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FF | Patent granted | ||
| KB | Patent renewed | ||
| MM9K | Patent not in force due to non-payment of renewal fees |