EP2769303A1 - Procede de detection preventive d'une panne d'un appareil, programme d'ordinateur, installation et module de détection préventive d'une panne d'un appareil - Google Patents
Procede de detection preventive d'une panne d'un appareil, programme d'ordinateur, installation et module de détection préventive d'une panne d'un appareilInfo
- Publication number
- EP2769303A1 EP2769303A1 EP12775476.0A EP12775476A EP2769303A1 EP 2769303 A1 EP2769303 A1 EP 2769303A1 EP 12775476 A EP12775476 A EP 12775476A EP 2769303 A1 EP2769303 A1 EP 2769303A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- parameter
- failure
- value
- measured value
- monitored
- 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.)
- Ceased
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/008—Reliability or availability analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/50—Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/50—Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
- G01R31/62—Testing of transformers
-
- 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
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/42—Servomotor, servo controller kind till VSS
- G05B2219/42307—Compare actual feedback with predicted, simulated value to detect run away
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Quality & Reliability (AREA)
- Mathematical Physics (AREA)
- Evolutionary Computation (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- General Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Test And Diagnosis Of Digital Computers (AREA)
- Debugging And Monitoring (AREA)
- Testing Electric Properties And Detecting Electric Faults (AREA)
Abstract
Description
Claims
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1159360A FR2981474B1 (fr) | 2011-10-17 | 2011-10-17 | Procede de detection preventive d'une panne d'un appareil, programme d'ordinateur, installation et module de detection preventive d'une panne d'un appareil |
PCT/EP2012/070455 WO2013057085A1 (fr) | 2011-10-17 | 2012-10-16 | Procede de detection preventive d'une panne d'un appareil, programme d'ordinateur, installation et module de détection préventive d'une panne d'un appareil |
Publications (1)
Publication Number | Publication Date |
---|---|
EP2769303A1 true EP2769303A1 (fr) | 2014-08-27 |
Family
ID=47049152
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP12775476.0A Ceased EP2769303A1 (fr) | 2011-10-17 | 2012-10-16 | Procede de detection preventive d'une panne d'un appareil, programme d'ordinateur, installation et module de détection préventive d'une panne d'un appareil |
Country Status (6)
Country | Link |
---|---|
US (1) | US9664725B2 (fr) |
EP (1) | EP2769303A1 (fr) |
CA (1) | CA2851124C (fr) |
FR (1) | FR2981474B1 (fr) |
RU (1) | RU2628146C2 (fr) |
WO (1) | WO2013057085A1 (fr) |
Families Citing this family (20)
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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 |
CN106423611A (zh) * | 2016-10-14 | 2017-02-22 | 深圳万发创新进出口贸易有限公司 | 一种等离子喷涂设备用无水切断保护系统 |
FR3060803B1 (fr) * | 2016-12-20 | 2021-12-10 | Ondilo | Procede pour maintenir un equilibre d'un parametre physico-chimique d'un milieu, produit programme d'ordinateur et moyen electronique associes |
US11054342B2 (en) * | 2017-02-20 | 2021-07-06 | Lifewhere, Llc | System for abnormal condition detection using nearest neighbor |
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 |
US10396897B1 (en) * | 2018-04-17 | 2019-08-27 | General Electric Company | Systems and methods for predicting defects in optical transceiver devices |
DE102018121270B4 (de) * | 2018-08-31 | 2023-12-21 | Volkswagen Aktiengesellschaft | Diagnoseverfahren, Diagnosesystem und Kraftfahrzeug |
RU2714219C1 (ru) | 2018-09-14 | 2020-02-13 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для планирования передачи операций ввода/вывода |
RU2718215C2 (ru) | 2018-09-14 | 2020-03-31 | Общество С Ограниченной Ответственностью "Яндекс" | Система обработки данных и способ обнаружения затора в системе обработки данных |
RU2731321C2 (ru) | 2018-09-14 | 2020-09-01 | Общество С Ограниченной Ответственностью "Яндекс" | Способ определения потенциальной неисправности запоминающего устройства |
RU2714602C1 (ru) | 2018-10-09 | 2020-02-18 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для обработки данных |
RU2721235C2 (ru) | 2018-10-09 | 2020-05-18 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для маршрутизации и выполнения транзакций |
RU2711348C1 (ru) | 2018-10-15 | 2020-01-16 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для обработки запросов в распределенной базе данных |
RU2714373C1 (ru) | 2018-12-13 | 2020-02-14 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для планирования выполнения операций ввода/вывода |
RU2749649C2 (ru) | 2018-12-21 | 2021-06-16 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для планирования обработки операций ввода/вывода |
RU2720951C1 (ru) | 2018-12-29 | 2020-05-15 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и распределенная компьютерная система для обработки данных |
RU2746042C1 (ru) | 2019-02-06 | 2021-04-06 | Общество С Ограниченной Ответственностью "Яндекс" | Способ и система для передачи сообщения |
CN110287640B (zh) * | 2019-07-03 | 2023-10-13 | 辽宁艾特斯智能交通技术有限公司 | 照明设备的寿命预估方法、装置、存储介质及电子设备 |
RU2719507C1 (ru) * | 2019-12-16 | 2020-04-20 | федеральное государственное бюджетное образовательное учреждение высшего образования "Санкт-Петербургский горный университет" | Способ оценки технического состояния потребителя-регулятора на основе нейросетевого диагностирования |
EP4193158A1 (fr) * | 2021-04-09 | 2023-06-14 | Hitachi Energy Switzerland AG | Détermination d'états d'équipement électrique à l'aide de variations d'une erreur de prédiction de paramètres de diagnostic |
Citations (1)
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EP2202600A2 (fr) * | 2008-12-23 | 2010-06-30 | EMBRAER - Empresa Brasileira de Aeronáutica S.A. | Surveillance de la performance et pronostic pour vannes de contrôle pneumatiques d'avion |
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SU1629898A1 (ru) * | 1989-01-27 | 1991-02-23 | Горьковский Политехнический Институт | Устройство дл диагностики и прогнозировани отказов |
US5594180A (en) * | 1994-08-12 | 1997-01-14 | Micro Motion, Inc. | Method and apparatus for fault detection and correction in Coriolis effect mass flowmeters |
DE69729981T2 (de) * | 1996-05-28 | 2004-12-16 | Honda Giken Kogyo K.K. | Gerät zur Steuerung des Luft/Kraftstoffverhältnisses, das ein neuronales Netzwerk benutzt |
US5754963A (en) * | 1996-07-30 | 1998-05-19 | Hitachi America, Ltd. | Method and apparatus for diagnosing and isolating faulty sensors in a redundant sensor system |
US6073262A (en) * | 1997-05-30 | 2000-06-06 | United Technologies Corporation | Method and apparatus for estimating an actual magnitude of a physical parameter on the basis of three or more redundant signals |
DE19801177C2 (de) * | 1998-01-15 | 2000-04-13 | Jochen Pischel | Verfahren zum Zuteilen von industriellen oder technologischen Ressourcen in technischen Systemen |
US6345369B1 (en) * | 1998-11-12 | 2002-02-05 | International Business Machines Corporation | Environmental and power error handling extension and analysis for systems with redundant components |
US6459901B1 (en) * | 1999-07-01 | 2002-10-01 | At&T Corp. | Wireless network resource allocation |
US6898554B2 (en) * | 2000-06-12 | 2005-05-24 | Scientific Monitoring, Inc. | Fault detection in a physical system |
US6487847B1 (en) * | 2000-11-03 | 2002-12-03 | General Electric Company | Gas turbine engine fuel control system |
US6615146B1 (en) * | 2000-11-22 | 2003-09-02 | International Business Machines Corporation | Failure detection of an isolation device with PFA signal generation in a redundant power supply system |
US6859739B2 (en) * | 2001-01-19 | 2005-02-22 | Smartsignal Corporation | Global state change indicator for empirical modeling in condition based monitoring |
EP1479157B1 (fr) * | 2002-02-13 | 2006-12-06 | Continental Teves AG & Co. oHG | Procede de reconnaissance d'erreurs pour moteurs electriques |
US6892163B1 (en) * | 2002-03-08 | 2005-05-10 | Intellectual Assets Llc | Surveillance system and method having an adaptive sequential probability fault detection test |
US7552005B2 (en) * | 2004-03-16 | 2009-06-23 | Honeywell International Inc. | Method for fault diagnosis of a turbine engine |
US7415328B2 (en) * | 2004-10-04 | 2008-08-19 | United Technologies Corporation | Hybrid model based fault detection and isolation system |
KR101208295B1 (ko) * | 2004-12-28 | 2012-12-05 | 도쿄엘렉트론가부시키가이샤 | 반도체 제조 장치, 당해 반도체 제조 장치에 있어서의 이상을 검출하는 방법, 및 당해 방법을 실시하기 위한 컴퓨터 프로그램을 기록한 기억 매체 |
US7280941B2 (en) * | 2004-12-29 | 2007-10-09 | General Electric Company | Method and apparatus for in-situ detection and isolation of aircraft engine faults |
US7277823B2 (en) * | 2005-09-26 | 2007-10-02 | Lockheed Martin Corporation | Method and system of monitoring and prognostics |
US7256605B2 (en) * | 2005-11-14 | 2007-08-14 | Semiconductor Components Industries, L.L.C. | Diagnostic circuit and method therefor |
JP2008004641A (ja) * | 2006-06-20 | 2008-01-10 | Toshiba Corp | 不良検出システム、不良検出方法及びプログラム |
FR2911972B1 (fr) * | 2007-01-30 | 2009-03-27 | Hispano Suiza Sa | Procede de surveillance de moteurs d'avion |
US7900118B2 (en) * | 2007-02-12 | 2011-03-01 | Phison Electronics Corp. | Flash memory system and method for controlling the same |
US8067856B2 (en) * | 2008-09-04 | 2011-11-29 | Intel Corporation | Power management system |
US8375255B2 (en) * | 2009-12-23 | 2013-02-12 | At&T Intellectual Property I, Lp | Device and method for detecting and diagnosing correlated network anomalies |
US8862433B2 (en) * | 2010-05-18 | 2014-10-14 | United Technologies Corporation | Partitioning of turbomachine faults |
AU2011265563B2 (en) * | 2010-12-24 | 2016-09-22 | Commonwealth Scientific And Industrial Research Organisation | System and method for detecting and/or diagnosing faults in multi-variable systems |
US9050894B2 (en) * | 2011-07-06 | 2015-06-09 | General Electric Company | System and method for predicting mechanical failure of a motor |
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-
2011
- 2011-10-17 FR FR1159360A patent/FR2981474B1/fr active Active
-
2012
- 2012-10-16 CA CA2851124A patent/CA2851124C/fr active Active
- 2012-10-16 RU RU2014119873A patent/RU2628146C2/ru not_active IP Right Cessation
- 2012-10-16 EP EP12775476.0A patent/EP2769303A1/fr not_active Ceased
- 2012-10-16 US US14/351,334 patent/US9664725B2/en active Active
- 2012-10-16 WO PCT/EP2012/070455 patent/WO2013057085A1/fr active Application Filing
Patent Citations (1)
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EP2202600A2 (fr) * | 2008-12-23 | 2010-06-30 | EMBRAER - Empresa Brasileira de Aeronáutica S.A. | Surveillance de la performance et pronostic pour vannes de contrôle pneumatiques d'avion |
Non-Patent Citations (6)
Title |
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"Fault Detection, Supervision and Safety of Technical Processes 2006", 1 January 2007, OXFORD : ELSEVIER, 2007, GB, ISBN: 978-0-08-044485-7, article PAUL SUNDVALL ET AL: "Fault Detection Using Redundant Navigation Modules", pages: 522 - 527, XP055729524, DOI: 10.1016/B978-008044485-7/50088-9 * |
ASAD M MADNI ET AL: "Fault-Tolerant Data Acquisition in Sensor Networks", SYSTEM OF SYSTEMS ENGINEERING, 2007. SOSE '07. IEEE INTERNATIONAL CONFERENCE ON, IEEE, PI, 1 April 2007 (2007-04-01), pages 1 - 6, XP031135452, ISBN: 978-1-4244-1159-7 * |
PADILLA M ET AL: "Poisoning fault diagnosis in chemical gas sensor arrays using multivariate statistical signal processing and structured residuals generation", INTELLIGENT SIGNAL PROCESSING, 2007. WISP 2007. IEEE INTERNATIONAL SYMPOSIUM ON, IEEE, PISCATAWAY, NJ, USA, 3 October 2007 (2007-10-03), pages 1 - 6, XP031228507, ISBN: 978-1-4244-0829-0 * |
R. DORR ET AL: "Detection, isolation, and identification of sensor faults in nuclear power plants", IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY., vol. 5, no. 1, 1 January 1997 (1997-01-01), US, pages 42 - 60, XP055729518, ISSN: 1063-6536, DOI: 10.1109/87.553664 * |
See also references of WO2013057085A1 * |
ZEHRA CATALTEPE ET AL: "A ROBUST METHOD TO IDENTIFY FAULTS IN CORRELATED SENSORS INMACHINE CONDITION MONITORING", 4 September 2005 (2005-09-04), pages 1 - 4, XP002628754, Retrieved from the Internet <URL:http://www.eurasip.org/Proceedings/Eusipco/Eusipco2005/defevent/papers/cr2039.pdf> [retrieved on 20110317] * |
Also Published As
Publication number | Publication date |
---|---|
FR2981474A1 (fr) | 2013-04-19 |
FR2981474B1 (fr) | 2013-12-27 |
US9664725B2 (en) | 2017-05-30 |
WO2013057085A1 (fr) | 2013-04-25 |
CA2851124A1 (fr) | 2013-04-25 |
RU2628146C2 (ru) | 2017-08-15 |
RU2014119873A (ru) | 2015-11-27 |
US20140285212A1 (en) | 2014-09-25 |
CA2851124C (fr) | 2020-11-03 |
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