DE602006008551D1 - System und Verfahren zur Schädigungsvorhersage einer Vorrichtung - Google Patents

System und Verfahren zur Schädigungsvorhersage einer Vorrichtung

Info

Publication number
DE602006008551D1
DE602006008551D1 DE602006008551T DE602006008551T DE602006008551D1 DE 602006008551 D1 DE602006008551 D1 DE 602006008551D1 DE 602006008551 T DE602006008551 T DE 602006008551T DE 602006008551 T DE602006008551 T DE 602006008551T DE 602006008551 D1 DE602006008551 D1 DE 602006008551D1
Authority
DE
Germany
Prior art keywords
damage prediction
prediction
damage
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
Application number
DE602006008551T
Other languages
English (en)
Inventor
Pradeep K Shetty
Dinkar Mylaraswamy
Thirumaran Ekambaram
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Honeywell Inc
Original Assignee
Honeywell Inc
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Honeywell Inc filed Critical Honeywell Inc
Publication of DE602006008551D1 publication Critical patent/DE602006008551D1/de
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

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
    • G05B23/0218—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
    • G05B23/0243—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 model based detection method, e.g. first-principles knowledge model
    • G05B23/0254—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 model based detection method, e.g. first-principles knowledge model based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, 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
    • G05B23/0286—Modifications to the monitored process, e.g. stopping operation or adapting control
    • G05B23/0289—Reconfiguration to prevent failure, e.g. usually as a reaction to incipient failure detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375—Prediction of business process outcome or impact based on a proposed change
    • 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
    • F05B2260/00—Function
    • F05B2260/80—Diagnostics

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Automation & Control Theory (AREA)
  • Strategic Management (AREA)
  • Economics (AREA)
  • Educational Administration (AREA)
  • Development Economics (AREA)
  • Quality & Reliability (AREA)
  • Artificial Intelligence (AREA)
  • Game Theory and Decision Science (AREA)
  • Mathematical Physics (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Evolutionary Computation (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
DE602006008551T 2005-10-18 2006-10-17 System und Verfahren zur Schädigungsvorhersage einer Vorrichtung Active DE602006008551D1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US72828305P 2005-10-18 2005-10-18
US11/363,621 US20070088570A1 (en) 2005-10-18 2006-02-28 System and method for predicting device deterioration

Publications (1)

Publication Number Publication Date
DE602006008551D1 true DE602006008551D1 (de) 2009-10-01

Family

ID=37672462

Family Applications (1)

Application Number Title Priority Date Filing Date
DE602006008551T Active DE602006008551D1 (de) 2005-10-18 2006-10-17 System und Verfahren zur Schädigungsvorhersage einer Vorrichtung

Country Status (3)

Country Link
US (1) US20070088570A1 (de)
EP (1) EP1777157B1 (de)
DE (1) DE602006008551D1 (de)

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EP1813898A1 (de) * 2006-01-30 2007-08-01 L'AIR LIQUIDE, Société Anonyme pour l'Etude et l'Exploitation des Procédés Georges Claude System zur Nutzung und Steuerung einer Gruppe von eigenständigen Kühlbehältern
US8437904B2 (en) * 2007-06-12 2013-05-07 The Boeing Company Systems and methods for health monitoring of complex systems
GB2450241B (en) * 2007-06-12 2011-12-28 Boeing Co Systems and methods for health monitoring of complex systems
DE102008022459A1 (de) * 2008-05-08 2009-11-12 Mtu Aero Engines Gmbh Vorrichtung und Verfahren zur Überwachung einer Gasturbine
US20090326890A1 (en) * 2008-06-30 2009-12-31 Honeywell International Inc. System and method for predicting system events and deterioration
US8417410B2 (en) * 2008-12-23 2013-04-09 Honeywell International Inc. Operations support systems and methods with power management
US20100161196A1 (en) * 2008-12-23 2010-06-24 Honeywell International Inc. Operations support systems and methods with engine diagnostics
US7801695B2 (en) * 2008-12-23 2010-09-21 Honeywell International Inc. Operations support systems and methods with model-based torque estimates
US8321118B2 (en) * 2008-12-23 2012-11-27 Honeywell International Inc. Operations support systems and methods with power assurance
US20110184701A1 (en) * 2010-01-28 2011-07-28 Analysis And Measurement Services Corporation Pitot Tube Diagnostic System
US8924184B2 (en) 2010-01-28 2014-12-30 Analysis And Measurement Services Corporation Pitot tube diagnostic systems and methods
CN102320382A (zh) * 2011-07-07 2012-01-18 中国国际航空股份有限公司 飞机性能检测方法
RU2477887C1 (ru) * 2011-10-27 2013-03-20 Федеральное государственное бюджетное образовательное учреждение высшего профессионального образования "Казанский государственный энергетический университет" (ФГБОУ ВПО "КГЭУ") Цифровое прогнозирующее устройство
US9665090B2 (en) * 2012-07-24 2017-05-30 General Electric Company Systems and methods for rule-based control system reliability
US9218233B2 (en) * 2012-07-24 2015-12-22 Paul Venditti Systems and methods for control reliability operations
CN106575116B (zh) 2014-07-25 2019-04-05 西门子公司 基于状态地计算技术设备的维护期限的方法、装置和计算机程序产品
US9912733B2 (en) 2014-07-31 2018-03-06 General Electric Company System and method for maintaining the health of a control system
GB2529637B (en) * 2014-08-26 2017-07-05 Ge Aviat Systems Ltd System for building and deploying inference model
US10176032B2 (en) * 2014-12-01 2019-01-08 Uptake Technologies, Inc. Subsystem health score
US10139788B2 (en) 2016-03-15 2018-11-27 Honeywell International Inc. Remote data analytics to predict system components or device failure
US20170372237A1 (en) * 2016-06-22 2017-12-28 General Electric Company System and method for producing models for asset management from requirements
US11268449B2 (en) * 2017-09-22 2022-03-08 General Electric Company Contamination accumulation modeling
CN111196380B (zh) * 2019-12-18 2022-06-17 中国民用航空飞行学院 一种排除飞机慢车停车故障的方法
CN111361759B (zh) * 2020-03-02 2023-02-03 哈尔滨工业大学 基于混合模型的飞机辅助动力装置在翼剩余寿命预测方法
CN113935024B (zh) * 2021-10-09 2024-04-26 天津科技大学 一种带有不确定性观测的离散事件***信息安全判定方法
CN114970215B (zh) * 2022-07-29 2022-10-21 北京慧图科技(集团)股份有限公司 一种基于正态分布函数的物联网设备健壮性分析方法
CN117688278B (zh) * 2024-02-04 2024-04-30 山东麦港数据***有限公司 一种基于铁路线路设备健康指数计算方法

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US4215412A (en) * 1978-07-13 1980-07-29 The Boeing Company Real time performance monitoring of gas turbine engines
US5042295A (en) * 1985-06-21 1991-08-27 General Electric Company Method for determining remaining useful life of turbine components
DE4008560C2 (de) * 1989-03-17 1995-11-02 Hitachi Ltd Verfahren und Vorrichtung zum Bestimmen einer Restlebensdauer eines Aggregats
US5210704A (en) * 1990-10-02 1993-05-11 Technology International Incorporated System for prognosis and diagnostics of failure and wearout monitoring and for prediction of life expectancy of helicopter gearboxes and other rotating equipment
US5365787A (en) * 1991-10-02 1994-11-22 Monitoring Technology Corp. Noninvasive method and apparatus for determining resonance information for rotating machinery components and for anticipating component failure from changes therein
US5447059A (en) * 1993-12-27 1995-09-05 Solar Turbines Incorporated Apparatus and method for determining gas turbine engine life
US5528516A (en) * 1994-05-25 1996-06-18 System Management Arts, Inc. Apparatus and method for event correlation and problem reporting
US20050091004A1 (en) * 1998-04-15 2005-04-28 Alexander G. Parlos System and method for condition assessment and end-of-life prediction
US6119074A (en) * 1998-05-20 2000-09-12 Caterpillar Inc. Method and apparatus of predicting a fault condition
US6539783B1 (en) * 1998-12-28 2003-04-01 General Electric Co. Methods and apparatus for estimating engine health
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GB2362481B (en) * 2000-05-09 2004-12-01 Rolls Royce Plc Fault diagnosis
US6853951B2 (en) * 2001-12-07 2005-02-08 Battelle Memorial Institute Methods and systems for analyzing the degradation and failure of mechanical systems
US6748341B2 (en) * 2002-04-12 2004-06-08 George E. Crowder, Jr. Method and device for machinery diagnostics and prognostics
US6909960B2 (en) * 2002-10-31 2005-06-21 United Technologies Corporation Method for performing gas turbine performance diagnostics
US6868325B2 (en) * 2003-03-07 2005-03-15 Honeywell International Inc. Transient fault detection system and method using Hidden Markov Models
US7072797B2 (en) * 2003-08-29 2006-07-04 Honeywell International, Inc. Trending system and method using monotonic regression
ATE403898T1 (de) * 2005-03-24 2008-08-15 Abb Research Ltd Abschätzen der zustandparameter oder erscheinung eines alternden systems

Also Published As

Publication number Publication date
EP1777157A1 (de) 2007-04-25
US20070088570A1 (en) 2007-04-19
EP1777157B1 (de) 2009-08-19

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