CN101999101B - 系统运行预测的确定方法 - Google Patents

系统运行预测的确定方法 Download PDF

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Publication number
CN101999101B
CN101999101B CN200980113066.9A CN200980113066A CN101999101B CN 101999101 B CN101999101 B CN 101999101B CN 200980113066 A CN200980113066 A CN 200980113066A CN 101999101 B CN101999101 B CN 101999101B
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CN
China
Prior art keywords
prediction
trend
life
linear regression
measurements
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.)
Expired - Fee Related
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CN200980113066.9A
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English (en)
Chinese (zh)
Other versions
CN101999101A (zh
Inventor
卡特尔·莫罗
文森特·鲁埃
布鲁诺·福切尔
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Airbus Group SAS
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European Aeronautic Defence and Space Company EADS France
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Classifications

    • 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 OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis

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  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Engineering & Computer Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Educational Administration (AREA)
  • Development Economics (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Theoretical Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
CN200980113066.9A 2008-04-02 2009-04-01 系统运行预测的确定方法 Expired - Fee Related CN101999101B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
FR0852171 2008-04-02
FR0852171A FR2929728B1 (fr) 2008-04-02 2008-04-02 Procede de determination du pronostic de fonctionnement d'un systeme.
PCT/EP2009/002378 WO2009121583A1 (fr) 2008-04-02 2009-04-01 Procede de determination du pronostic de fonctionnement d'un systeme

Publications (2)

Publication Number Publication Date
CN101999101A CN101999101A (zh) 2011-03-30
CN101999101B true CN101999101B (zh) 2015-10-14

Family

ID=39768819

Family Applications (1)

Application Number Title Priority Date Filing Date
CN200980113066.9A Expired - Fee Related CN101999101B (zh) 2008-04-02 2009-04-01 系统运行预测的确定方法

Country Status (8)

Country Link
US (1) US20110046996A1 (enExample)
EP (1) EP2266005B1 (enExample)
JP (1) JP5295352B2 (enExample)
CN (1) CN101999101B (enExample)
BR (1) BRPI0911371A2 (enExample)
CA (1) CA2719130C (enExample)
FR (1) FR2929728B1 (enExample)
WO (1) WO2009121583A1 (enExample)

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DE102010047305A1 (de) * 2010-10-01 2012-04-05 Ika-Werke Gmbh & Co. Kg Misch-, Rühr- oder Dispergierverfahren und Vorrichtung hierfür
US8909453B2 (en) 2012-01-12 2014-12-09 Bell-Helicopter Textron Inc. System and method of measuring and monitoring torque in a rotorcraft drive system
WO2015023201A2 (en) * 2013-06-19 2015-02-19 Continuware Corporation Method and system for determining hardware life expectancy and failure prevention
US10496787B2 (en) 2013-07-02 2019-12-03 Bell Helicopter Textron Inc. System and method of rotorcraft usage monitoring
US20160306555A1 (en) * 2013-12-20 2016-10-20 Sinchan Banerjee Storage capacity regression
CN105469980A (zh) * 2014-09-26 2016-04-06 西门子公司 电容器模块、电路布置及运行方法
US9568912B2 (en) * 2015-06-15 2017-02-14 Honeywell International Inc. Aircraft prognostic systems and methods for determining adaptive time between overhaul for line replaceable units
CN108268076B (zh) * 2018-01-23 2020-12-22 江苏省兴安科技发展有限公司 一种基于大数据的机房运行安全评估系统
CA3189540A1 (en) * 2020-07-16 2022-01-20 Invacare Corporation System and method for concentrating gas
WO2022015908A1 (en) 2020-07-16 2022-01-20 Invacare Corporation System and method for concentrating gas
EP4182057A4 (en) 2020-07-16 2025-04-30 Ventec Life Systems, Inc. SYSTEM AND METHOD FOR CONCENTRATING GAS
CN116648278A (zh) 2020-07-16 2023-08-25 英瓦卡尔公司 用于浓缩气体的系统和方法
JP2022077373A (ja) * 2020-11-11 2022-05-23 富士電機株式会社 寿命診断装置、半導体装置、寿命診断方法、
US11952142B2 (en) * 2021-05-10 2024-04-09 Honeywell International Inc. Methods and systems for depicting avionics data anomalies
DE102023203885A1 (de) * 2023-04-26 2024-10-31 Siemens Aktiengesellschaft Verfahren und Anordnung zur Restlebensdauerbestimmung eines elektronischen Geräts, insbesondere im gewerblichen, beispielsweise industriellen Umfeld

Citations (2)

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US4987367A (en) * 1988-09-16 1991-01-22 Hitachi, Ltd Method and apparatus for predicting deterioration of a member constituting a part of equipment
US7514941B2 (en) * 2006-03-15 2009-04-07 Raytheon Company Method and apparatus for predicting the reliability of electronic systems

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US4866714A (en) * 1987-10-15 1989-09-12 Westinghouse Electric Corp. Personal computer-based dynamic burn-in system
JP3201809B2 (ja) * 1992-01-30 2001-08-27 三菱電機株式会社 パルスレーザ装置
JPH0714948A (ja) * 1993-06-15 1995-01-17 Hitachi Ltd パワー半導体モジュール
DE19708617C2 (de) * 1997-03-03 1999-02-04 Siemens Ag Chipkartenmodul und Verfahren zu seiner Herstellung sowie diesen umfassende Chipkarte
US6977517B2 (en) * 2002-05-20 2005-12-20 Finisar Corporation Laser production and product qualification via accelerated life testing based on statistical modeling
JP2004045343A (ja) * 2002-07-15 2004-02-12 Toshiba Corp はんだ接合部の寿命診断方法及び装置
FR2844902B1 (fr) 2002-09-19 2013-09-13 Eads Ccr Groupement D Interet Economique Dispositif et procede d'enregistrement de donnees environnementales
DE10328721A1 (de) * 2003-06-25 2005-01-13 Robert Bosch Gmbh Verfahren zur Vorhersage einer Restlebensdauer eines elektrischen Energiespeichers
JP4244194B2 (ja) * 2004-02-17 2009-03-25 日本電信電話株式会社 ニッケル水素蓄電池の寿命予測法
JP4115405B2 (ja) * 2004-02-27 2008-07-09 三菱重工業株式会社 水中構造物の劣化速度予測方法及び劣化診断システム
JP4185906B2 (ja) * 2004-12-01 2008-11-26 キヤノン株式会社 画像耐ガス性試験方法
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FR2896875B1 (fr) 2006-01-30 2008-04-25 Eads Europ Aeronautic Defence Dispositif et procede de surveillance d'une grandeur environnementale en temps reel
JP5233198B2 (ja) * 2007-08-06 2013-07-10 富士電機株式会社 半導体装置
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Patent Citations (2)

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Publication number Priority date Publication date Assignee Title
US4987367A (en) * 1988-09-16 1991-01-22 Hitachi, Ltd Method and apparatus for predicting deterioration of a member constituting a part of equipment
US7514941B2 (en) * 2006-03-15 2009-04-07 Raytheon Company Method and apparatus for predicting the reliability of electronic systems

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
function estimation for multiple indices trend analysis using self-organizing mapping;Siyu Zhang;《EMERGING TECHNOLOGIES AND FACTORY AUTOMATION,1994,ETFA 94.IEEE SY MPOSIUM ON TOKYO,JAPAN 6-10 NOV.1994,NEW YORK,NY,USA,IEEE,6 november1994(1994-11-06)》;19941106;160-165 *

Also Published As

Publication number Publication date
FR2929728B1 (fr) 2011-01-14
JP2011520170A (ja) 2011-07-14
CA2719130C (fr) 2015-10-06
JP5295352B2 (ja) 2013-09-18
FR2929728A1 (fr) 2009-10-09
WO2009121583A1 (fr) 2009-10-08
EP2266005B1 (fr) 2019-06-05
CA2719130A1 (fr) 2009-10-08
US20110046996A1 (en) 2011-02-24
BRPI0911371A2 (pt) 2015-12-29
CN101999101A (zh) 2011-03-30
EP2266005A1 (fr) 2010-12-29

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