FR3043463B1 - Systeme et procede de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthese d'une confirmation d'alarme - Google Patents
Systeme et procede de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthese d'une confirmation d'alarmeInfo
- Publication number
- FR3043463B1 FR3043463B1 FR1560608A FR1560608A FR3043463B1 FR 3043463 B1 FR3043463 B1 FR 3043463B1 FR 1560608 A FR1560608 A FR 1560608A FR 1560608 A FR1560608 A FR 1560608A FR 3043463 B1 FR3043463 B1 FR 3043463B1
- Authority
- FR
- France
- Prior art keywords
- indicators
- fusion
- synthesis
- alarm confirmation
- turbomachine
- 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
Links
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
- G01M15/14—Testing gas-turbine engines or jet-propulsion engines
-
- 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
-
- 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
- G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
- G05B23/0235—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on a comparison with predetermined threshold or range, e.g. "classical methods", carried out during normal operation; threshold adaptation or choice; when or how to compare with the threshold
-
- 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
- G05B23/0262—Confirmation of fault detection, e.g. extra checks to confirm that a failure has indeed occurred
-
- 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
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
- G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
- G06F11/079—Root cause analysis, i.e. error or fault diagnosis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Theoretical Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Quality & Reliability (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Testing And Monitoring For Control Systems (AREA)
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1560608A FR3043463B1 (fr) | 2015-11-05 | 2015-11-05 | Systeme et procede de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthese d'une confirmation d'alarme |
PCT/FR2016/052857 WO2017077247A1 (fr) | 2015-11-05 | 2016-11-04 | Système et procédé de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthèse d'une confirmation d'alarme |
GB1806814.8A GB2558489B (en) | 2015-11-05 | 2016-11-04 | System and method for monitoring a turbomachine, with indicator merging for the synthesis of an alarm confirmation |
US15/772,962 US10775270B2 (en) | 2015-11-05 | 2016-11-04 | System and method for monitoring a turbomachine, with indicator merging for the synthesis of an alarm confirmation |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1560608A FR3043463B1 (fr) | 2015-11-05 | 2015-11-05 | Systeme et procede de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthese d'une confirmation d'alarme |
Publications (2)
Publication Number | Publication Date |
---|---|
FR3043463A1 FR3043463A1 (fr) | 2017-05-12 |
FR3043463B1 true FR3043463B1 (fr) | 2017-12-22 |
Family
ID=54783937
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
FR1560608A Active FR3043463B1 (fr) | 2015-11-05 | 2015-11-05 | Systeme et procede de surveillance d'une turbomachine avec fusion d'indicateurs pour la synthese d'une confirmation d'alarme |
Country Status (4)
Country | Link |
---|---|
US (1) | US10775270B2 (fr) |
FR (1) | FR3043463B1 (fr) |
GB (1) | GB2558489B (fr) |
WO (1) | WO2017077247A1 (fr) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110262939B (zh) * | 2019-05-14 | 2023-07-21 | 苏宁金融服务(上海)有限公司 | 算法模型运行监控方法、装置、计算机设备和存储介质 |
CN111160393B (zh) * | 2019-12-04 | 2023-06-09 | 北京宇航***工程研究所 | 基于数据驱动的运载火箭健康评估模型模块化建模方法 |
FR3106362B1 (fr) * | 2020-01-20 | 2022-07-01 | Safran Aircraft Engines | Procédé de surveillance d'une séquence de démarrage d'une turbomachine et système de surveillance mettant en œuvre ce procédé |
FR3108744B1 (fr) * | 2020-03-31 | 2023-05-19 | Thales Sa | Procédé et système d'évaluation d'un système de prédiction de dépose d'un équipement |
EP3945384A1 (fr) * | 2020-07-30 | 2022-02-02 | Siemens Energy Global GmbH & Co. KG | Procédé et système à commande de moteur à écoulement continu à optimisation automatique |
CN114017136A (zh) * | 2021-11-02 | 2022-02-08 | 浙江大唐国际绍兴江滨热电有限责任公司 | 一种联合循环发电机组的软光字牌报警方法及*** |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6216066B1 (en) * | 1998-07-01 | 2001-04-10 | General Electric Company | System and method for generating alerts through multi-variate data assessment |
US6748341B2 (en) * | 2002-04-12 | 2004-06-08 | George E. Crowder, Jr. | Method and device for machinery diagnostics and prognostics |
ITCO20120008A1 (it) * | 2012-03-01 | 2013-09-02 | Nuovo Pignone Srl | Metodo e sistema per monitorare la condizione di un gruppo di impianti |
US9476798B2 (en) * | 2014-02-21 | 2016-10-25 | General Electric Company | On-line monitoring of hot gas path components of a gas turbine |
-
2015
- 2015-11-05 FR FR1560608A patent/FR3043463B1/fr active Active
-
2016
- 2016-11-04 US US15/772,962 patent/US10775270B2/en active Active
- 2016-11-04 WO PCT/FR2016/052857 patent/WO2017077247A1/fr active Application Filing
- 2016-11-04 GB GB1806814.8A patent/GB2558489B/en active Active
Also Published As
Publication number | Publication date |
---|---|
US20180313721A1 (en) | 2018-11-01 |
GB2558489B (en) | 2021-09-08 |
FR3043463A1 (fr) | 2017-05-12 |
WO2017077247A1 (fr) | 2017-05-11 |
GB201806814D0 (en) | 2018-06-13 |
GB2558489A (en) | 2018-07-11 |
US10775270B2 (en) | 2020-09-15 |
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Legal Events
Date | Code | Title | Description |
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PLFP | Fee payment |
Year of fee payment: 2 |
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PLSC | Publication of the preliminary search report |
Effective date: 20170512 |
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PLFP | Fee payment |
Year of fee payment: 3 |
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CD | Change of name or company name |
Owner name: SAFRAN AIRCRAFT ENGINES, FR Effective date: 20180809 |
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PLFP | Fee payment |
Year of fee payment: 4 |
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PLFP | Fee payment |
Year of fee payment: 5 |
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PLFP | Fee payment |
Year of fee payment: 6 |
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PLFP | Fee payment |
Year of fee payment: 7 |
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PLFP | Fee payment |
Year of fee payment: 8 |
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PLFP | Fee payment |
Year of fee payment: 9 |