AU2001293056A1 - Model-based machine diagnostics and prognostics using theory of noise and communications - Google Patents

Model-based machine diagnostics and prognostics using theory of noise and communications

Info

Publication number
AU2001293056A1
AU2001293056A1 AU2001293056A AU9305601A AU2001293056A1 AU 2001293056 A1 AU2001293056 A1 AU 2001293056A1 AU 2001293056 A AU2001293056 A AU 2001293056A AU 9305601 A AU9305601 A AU 9305601A AU 2001293056 A1 AU2001293056 A1 AU 2001293056A1
Authority
AU
Australia
Prior art keywords
prognostics
theory
communications
noise
model
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.)
Abandoned
Application number
AU2001293056A
Inventor
Michael D. Bryant
Ji-Hoon Choi
Jongbaeg Kim
Sanghoon Lee
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.)
Motorwiz Inc
Original Assignee
Motorwiz 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 Motorwiz Inc filed Critical Motorwiz Inc
Publication of AU2001293056A1 publication Critical patent/AU2001293056A1/en
Abandoned legal-status Critical Current

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
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • 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
    • G05B23/0245—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 qualitative model, e.g. rule based; if-then decisions
    • G05B23/0251—Abstraction hierarchy, e.g. "complex systems", i.e. system is divided in subsystems, subsystems are monitored and results are combined to decide on status of whole system
    • 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
    • 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
    • G05B23/0297—Reconfiguration of monitoring system, e.g. use of virtual sensors; change monitoring method as a response to monitoring results

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
AU2001293056A 2000-09-25 2001-09-25 Model-based machine diagnostics and prognostics using theory of noise and communications Abandoned AU2001293056A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US23525100P 2000-09-25 2000-09-25
US60/235,251 2000-09-25
PCT/US2001/029935 WO2002027418A2 (en) 2000-09-25 2001-09-25 Model-based machine diagnostics and prognostics using theory of noise and communications

Publications (1)

Publication Number Publication Date
AU2001293056A1 true AU2001293056A1 (en) 2002-04-08

Family

ID=22884723

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2001293056A Abandoned AU2001293056A1 (en) 2000-09-25 2001-09-25 Model-based machine diagnostics and prognostics using theory of noise and communications

Country Status (3)

Country Link
US (1) US20040236450A1 (en)
AU (1) AU2001293056A1 (en)
WO (1) WO2002027418A2 (en)

Families Citing this family (51)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7085610B2 (en) * 1996-03-28 2006-08-01 Fisher-Rosemount Systems, Inc. Root cause diagnostics
US8417360B2 (en) * 2001-08-10 2013-04-09 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US20090210081A1 (en) * 2001-08-10 2009-08-20 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US20090204237A1 (en) * 2001-08-10 2009-08-13 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US8914300B2 (en) 2001-08-10 2014-12-16 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US7797062B2 (en) * 2001-08-10 2010-09-14 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
US9729639B2 (en) * 2001-08-10 2017-08-08 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
DE10144076A1 (en) * 2001-09-07 2003-03-27 Daimler Chrysler Ag Method for early recognition and prediction of unit damage or wear in machine plant, particularly mobile plant, based on vibration analysis with suppression of interference frequencies to improve the reliability of diagnosis
RU2299458C2 (en) 2001-12-06 2007-05-20 Фишер-Роузмаунт Системз, Инк. Spark-safe instrument for technical service under field conditions
EP1343061A1 (en) * 2002-03-08 2003-09-10 Siemens Aktiengesellschaft Method for simulating a technical system and simulator
US7027952B2 (en) 2002-03-12 2006-04-11 Fisher-Rosemount Systems, Inc. Data transmission method for a multi-protocol handheld field maintenance tool
US7039744B2 (en) 2002-03-12 2006-05-02 Fisher-Rosemount Systems, Inc. Movable lead access member for handheld field maintenance tool
US10261506B2 (en) 2002-12-05 2019-04-16 Fisher-Rosemount Systems, Inc. Method of adding software to a field maintenance tool
US7732162B2 (en) 2003-05-05 2010-06-08 Probiodrug Ag Inhibitors of glutaminyl cyclase for treating neurodegenerative diseases
US7054695B2 (en) 2003-05-15 2006-05-30 Fisher-Rosemount Systems, Inc. Field maintenance tool with enhanced scripts
US8874402B2 (en) 2003-05-16 2014-10-28 Fisher-Rosemount Systems, Inc. Physical memory handling for handheld field maintenance tools
WO2008055945A1 (en) 2006-11-09 2008-05-15 Probiodrug Ag 3-hydr0xy-1,5-dihydr0-pyrr0l-2-one derivatives as inhibitors of glutaminyl cyclase for the treatment of ulcer, cancer and other diseases
ATE554085T1 (en) 2006-11-30 2012-05-15 Probiodrug Ag NEW INHIBITORS OF GLUTAMINYL CYCLASE
US7933754B2 (en) * 2006-12-07 2011-04-26 General Electric Company System and method for damage propagation estimation
US7395188B1 (en) * 2006-12-07 2008-07-01 General Electric Company System and method for equipment life estimation
EP2117540A1 (en) 2007-03-01 2009-11-18 Probiodrug AG New use of glutaminyl cyclase inhibitors
KR100975722B1 (en) * 2007-03-26 2010-08-12 삼성전자주식회사 Method and system for transmitting/receiving data in a communication system
JP5667440B2 (en) 2007-04-18 2015-02-12 プロビオドルグ エージー Thiourea derivatives as glutaminyl cyclase inhibitors
US8898036B2 (en) 2007-08-06 2014-11-25 Rosemount Inc. Process variable transmitter with acceleration sensor
US20100063786A1 (en) * 2008-09-11 2010-03-11 Harke Michael C Co-Simulation Process
SG178953A1 (en) 2009-09-11 2012-04-27 Probiodrug Ag Heterocylcic derivatives as inhibitors of glutaminyl cyclase
JP5668076B2 (en) * 2009-11-17 2015-02-12 イマージョン コーポレーションＩｍｍｅｒｓｉｏｎ Ｃｏｒｐｏｒａｔｉｏｎ System and method for increasing haptic bandwidth in electronic devices
US9181233B2 (en) 2010-03-03 2015-11-10 Probiodrug Ag Inhibitors of glutaminyl cyclase
AU2011226074B2 (en) 2010-03-10 2015-01-22 Vivoryon Therapeutics N.V. Heterocyclic inhibitors of glutaminyl cyclase (QC, EC 2.3.2.5)
US8541596B2 (en) 2010-04-21 2013-09-24 Probiodrug Ag Inhibitors
US8624857B2 (en) * 2011-02-09 2014-01-07 Texas Instruments Incorporated Haptics effect controller architecture and instruction set
ES2570167T3 (en) 2011-03-16 2016-05-17 Probiodrug Ag Benzimidazole derivatives as glutaminyl cyclase inhibitors
US9207670B2 (en) 2011-03-21 2015-12-08 Rosemount Inc. Degrading sensor detection implemented within a transmitter
US8797702B2 (en) * 2011-06-29 2014-08-05 Toyota Motor Engineering & Manufacturing North America, Inc. Focusing device for low frequency operation
US8751413B2 (en) * 2011-07-26 2014-06-10 General Electric Company Fuzzy logic based system monitoring system and method
JP5073850B1 (en) * 2011-07-26 2012-11-14 ファナック株式会社 Numerical control device for machine tool with sound converter
US9213788B2 (en) * 2011-10-25 2015-12-15 Massachusetts Institute Of Technology Methods and apparatus for constructing and analyzing component-based models of engineering systems
US9052240B2 (en) 2012-06-29 2015-06-09 Rosemount Inc. Industrial process temperature transmitter with sensor stress diagnostics
EP2690513B1 (en) * 2012-07-24 2016-08-31 Siemens Aktiengesellschaft Condition monitoring for a machine, in particular a production machine or machine tool
US9602122B2 (en) 2012-09-28 2017-03-21 Rosemount Inc. Process variable measurement noise diagnostic
WO2014186270A1 (en) * 2013-05-13 2014-11-20 Vorne Industries, Inc. Method and system for organizing and storing manufacturing process information
RU2658547C1 (en) * 2017-04-28 2018-06-21 Федеральное государственное бюджетное образовательное учреждение высшего образования "Тихоокеанский государственный университет" Method of troubleshooting in discrete dynamical systems based on a change in input position
ES2812698T3 (en) 2017-09-29 2021-03-18 Probiodrug Ag Glutaminyl cyclase inhibitors
JP7155854B2 (en) * 2018-10-16 2022-10-19 オムロン株式会社 Information processing equipment
US11727162B2 (en) 2019-11-25 2023-08-15 Akselos S.A. Methods and systems for component-based reduced order modeling for industrial-scale structural digital twins
US11433977B2 (en) 2019-11-25 2022-09-06 Akselos S.A. Methods and systems for component-based reduced order modeling for industrial-scale structural digital twins
US11267093B2 (en) * 2020-02-10 2022-03-08 Pratt & Whitney Canada Corp. System and method for managing machine tool maintenance
US11855454B2 (en) * 2020-04-23 2023-12-26 Hitachi Energy Switzerland Ag Power supporting arrangement for a power grid operated as a virtual synchronous machine
CN114007086A (en) * 2020-07-28 2022-02-01 中国移动通信有限公司研究院 High-definition live broadcast method and device
CN112180762B (en) * 2020-09-29 2021-10-29 瑞声新能源发展(常州)有限公司科教城分公司 Nonlinear signal system construction method, apparatus, device and medium
CN112650146B (en) * 2020-12-18 2021-11-19 国家机床质量监督检验中心 Fault diagnosis optimization method, system and equipment of numerical control machine tool under multiple working conditions

Family Cites Families (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3715573A (en) * 1971-04-14 1973-02-06 Ibm Failure activity determination technique in fault simulation
US4787053A (en) * 1981-12-30 1988-11-22 Semco Instruments, Inc. Comprehensive engine monitor and recorder
US4796194A (en) * 1986-08-20 1989-01-03 Atherton Robert W Real world modeling and control process
EP0411873A3 (en) * 1989-08-02 1993-11-18 Westinghouse Electric Corp Improved plant operating system employing a deterministic, probabilistic and subjective modeling system
US5604841A (en) * 1990-07-06 1997-02-18 United Technologies Corporation Hierarchical restructuring generic test templates and reusable value spaces for machine failure isolation using qualitative physics
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
US5214577A (en) * 1990-10-24 1993-05-25 Osaka Gas Co., Ltd. Automatic test generation for model-based real-time fault diagnostic systems
US5262960A (en) * 1991-04-04 1993-11-16 Sundstrand Corporation Expert electrical power simulator
US5586021A (en) * 1992-03-24 1996-12-17 Texas Instruments Incorporated Method and system for production planning
US5913051A (en) * 1992-10-09 1999-06-15 Texas Instruments Incorporated Method of simultaneous simulation of a complex system comprised of objects having structure state and parameter information
JP3186866B2 (en) * 1992-11-20 2001-07-11 株式会社東芝 Method and apparatus for predicting deterioration / damage of structural member
US5566092A (en) * 1993-12-30 1996-10-15 Caterpillar Inc. Machine fault diagnostics system and method
US5537644A (en) * 1994-04-26 1996-07-16 United Technologies Corporation Machine failure isolation in multiple machine configurations using qualitative physics
US5666297A (en) * 1994-05-13 1997-09-09 Aspen Technology, Inc. Plant simulation and optimization software apparatus and method using dual execution models
US5633456A (en) * 1995-08-04 1997-05-27 Chrysler Corporation Engine misfire detection with digital filtering
DE19639424A1 (en) * 1995-09-25 1997-03-27 Siemens Ag Ind. plant atomisation design system using combined process and control model
WO1997012300A1 (en) * 1995-09-26 1997-04-03 Boiquaye William J N O Adaptive control process and system
US5940290A (en) * 1995-12-06 1999-08-17 Honeywell Inc. Method of predictive maintenance of a process control system having fluid movement
US6226597B1 (en) * 1996-11-27 2001-05-01 Hamilton Sundstrand Corporation Method of maintaining components subject to fatigue failure
US5852793A (en) * 1997-02-18 1998-12-22 Dme Corporation Method and apparatus for predictive diagnosis of moving machine parts
KR100205691B1 (en) * 1997-04-29 1999-07-01 정순착 Hybrid predictor and hybrid predicting method for process control
US5997167A (en) * 1997-05-01 1999-12-07 Control Technology Corporation Programmable controller including diagnostic and simulation facilities
US5968107A (en) * 1997-10-31 1999-10-19 Cummins Engine Company, Inc. System and method for engine parameter trending
US6088630A (en) * 1997-11-19 2000-07-11 Olin Corporation Automatic control system for unit operation
WO1999054703A2 (en) * 1998-04-17 1999-10-28 Siemens Aktiengesellschaft Acoustic diagnostic system and method
US6208949B1 (en) * 1998-07-01 2001-03-27 Adaptive Audio, Inc. Method and apparatus for dynamical system analysis
US6192325B1 (en) * 1998-09-15 2001-02-20 Csi Technology, Inc. Method and apparatus for establishing a predictive maintenance database
US6694285B1 (en) * 1999-03-13 2004-02-17 Textron System Corporation Method and apparatus for monitoring rotating machinery
US6556959B1 (en) * 1999-07-12 2003-04-29 Advanced Micro Devices, Inc. Method and apparatus for updating a manufacturing model based upon fault data relating to processing of semiconductor wafers
US6442511B1 (en) * 1999-09-03 2002-08-27 Caterpillar Inc. Method and apparatus for determining the severity of a trend toward an impending machine failure and responding to the same
US6285947B1 (en) * 1999-10-28 2001-09-04 Brunswick Corporation Prognostication of future failure of an engine indicator parameter
US6275765B1 (en) * 1999-10-28 2001-08-14 Brunswick Corporation System for providing a prognosis of future engine faults
US6411908B1 (en) * 2000-04-27 2002-06-25 Machinery Prognosis, Inc. Condition-based prognosis for machinery
CA2407775C (en) * 2000-05-04 2007-09-25 The Procter & Gamble Company Computer apparatuses and processes for analyzing a system having false start events
JP4743944B2 (en) * 2000-08-25 2011-08-10 鎮男 角田 Simulation model creation method and system and storage medium
US6604013B1 (en) * 2000-10-11 2003-08-05 Ford Motor Company Tool failure detection utilizing frequency derived, pre-characterization templates
US6648082B2 (en) * 2000-11-07 2003-11-18 Halliburton Energy Services, Inc. Differential sensor measurement method and apparatus to detect a drill bit failure and signal surface operator
US6845306B2 (en) * 2000-11-09 2005-01-18 Honeywell International Inc. System and method for performance monitoring of operational equipment used with machines
US6486678B1 (en) * 2000-11-28 2002-11-26 Paul Spears Method for non-destructive analysis of electrical power system equipment
US6735549B2 (en) * 2001-03-28 2004-05-11 Westinghouse Electric Co. Llc Predictive maintenance display system

Also Published As

Publication number Publication date
WO2002027418A2 (en) 2002-04-04
WO2002027418A3 (en) 2003-01-16
US20040236450A1 (en) 2004-11-25

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