AU2001265110A1 - Rotating equipment diagnostic system and adaptive controller - Google Patents

Rotating equipment diagnostic system and adaptive controller

Info

Publication number
AU2001265110A1
AU2001265110A1 AU2001265110A AU6511001A AU2001265110A1 AU 2001265110 A1 AU2001265110 A1 AU 2001265110A1 AU 2001265110 A AU2001265110 A AU 2001265110A AU 6511001 A AU6511001 A AU 6511001A AU 2001265110 A1 AU2001265110 A1 AU 2001265110A1
Authority
AU
Australia
Prior art keywords
diagnostic system
adaptive controller
rotating equipment
equipment diagnostic
rotating
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
AU2001265110A
Inventor
Dietrich Behr
Andreas Schubert
Jens Strackeljan
Werner Wendt
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.)
Dow Chemical Co
Original Assignee
Dow Chemical Co
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 Dow Chemical Co filed Critical Dow Chemical Co
Publication of AU2001265110A1 publication Critical patent/AU2001265110A1/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
    • G05B23/0224—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
    • G05B19/00—Programme-control systems
    • 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
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/027—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks only
AU2001265110A 2000-06-19 2001-05-29 Rotating equipment diagnostic system and adaptive controller Abandoned AU2001265110A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US21239200P 2000-06-19 2000-06-19
US60212392 2000-06-19
PCT/US2001/017308 WO2001098849A2 (en) 2000-06-19 2001-05-29 Rotating equipment diagnostic system and adaptive controller

Publications (1)

Publication Number Publication Date
AU2001265110A1 true AU2001265110A1 (en) 2002-01-02

Family

ID=22790810

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2001265110A Abandoned AU2001265110A1 (en) 2000-06-19 2001-05-29 Rotating equipment diagnostic system and adaptive controller

Country Status (7)

Country Link
US (1) US20020013664A1 (en)
EP (1) EP1299783A2 (en)
JP (1) JP2004501465A (en)
KR (1) KR20030011921A (en)
AU (1) AU2001265110A1 (en)
TW (1) TW541448B (en)
WO (1) WO2001098849A2 (en)

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EP1345101A1 (en) * 2002-03-08 2003-09-17 Siemens Aktiengesellschaft Diagnostic system for at least one technical installation
DE10238829A1 (en) * 2002-08-23 2004-03-04 Link Systemtechnik Gmbh Failure and / or condition analysis
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WO2006085877A1 (en) * 2005-02-09 2006-08-17 Caterpillar, Inc. Method of analyzing a product
US20070093987A1 (en) * 2005-10-07 2007-04-26 Omron Corporation Knowledge generation support system, parameter search method and program product
US20070118253A1 (en) * 2005-11-21 2007-05-24 General Electric Company Distributed and adaptive data acquisition system and method
EP2053475A1 (en) 2007-10-26 2009-04-29 Siemens Aktiengesellschaft Method for analysing the operation of a gas turbine
DE102008022125A1 (en) * 2008-05-05 2009-11-19 Siemens Aktiengesellschaft Method and device for classification of sound generating processes
CA2723347C (en) 2009-12-04 2018-01-02 Tata Consultancy Services Limited On-line optimization of induration of wet iron ore pellets on a moving grate
TWI403748B (en) * 2010-06-07 2013-08-01 Nat Univ Chin Yi Technology Motor Fault Diagnosis Method and Device Based on RBF Information Fusion Technology
ITCO20120008A1 (en) * 2012-03-01 2013-09-02 Nuovo Pignone Srl METHOD AND SYSTEM FOR MONITORING THE CONDITION OF A GROUP OF PLANTS
EP2706422B1 (en) * 2012-09-11 2016-07-27 Siemens Aktiengesellschaft Method for computer-implemented monitoring of the operation of a technical system, in particular an electrical energy production assembly
US20150377239A1 (en) * 2013-02-15 2015-12-31 Edwards Limited Vacuum pump
JP2015184942A (en) * 2014-03-25 2015-10-22 株式会社日立ハイテクノロジーズ Failure cause classification device
US10467226B2 (en) * 2016-04-27 2019-11-05 Tibco Software Inc Method for in-database feature selection for high-dimensional inputs
US11443206B2 (en) 2015-03-23 2022-09-13 Tibco Software Inc. Adaptive filtering and modeling via adaptive experimental designs to identify emerging data patterns from large volume, high dimensional, high velocity streaming data
US10332028B2 (en) * 2015-08-25 2019-06-25 Qualcomm Incorporated Method for improving performance of a trained machine learning model
US11774944B2 (en) 2016-05-09 2023-10-03 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11327475B2 (en) 2016-05-09 2022-05-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for intelligent collection and analysis of vehicle data
US11646808B2 (en) 2016-05-09 2023-05-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for adaption of data storage and communication in an internet of things downstream oil and gas environment
US11237546B2 (en) 2016-06-15 2022-02-01 Strong Force loT Portfolio 2016, LLC Method and system of modifying a data collection trajectory for vehicles
US10204290B2 (en) * 2016-10-14 2019-02-12 Kla-Tencor Corporation Defect review sampling and normalization based on defect and design attributes
JP6675297B2 (en) * 2016-12-09 2020-04-01 Dmg森精機株式会社 Information processing method, information processing system, and information processing apparatus
US20180308002A1 (en) * 2017-04-20 2018-10-25 Bank Of America Corporation Data processing system with machine learning engine to provide system control functions
US20180328764A1 (en) * 2017-05-11 2018-11-15 Craig Alan D'Ambrosio Method of Analyzing Signal Quality in Order to Determine the Operational Characteristics of a Measuring Device
US10678233B2 (en) 2017-08-02 2020-06-09 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and data sharing in an industrial environment
US11264801B2 (en) * 2018-02-23 2022-03-01 Schlumberger Technology Corporation Load management algorithm for optimizing engine efficiency
TWI706334B (en) * 2018-12-13 2020-10-01 鴻海精密工業股份有限公司 Storage device, electronic device and method for classifying images
CN110264336B (en) * 2019-05-28 2020-09-22 浙江邦盛科技有限公司 Intelligent case defense system based on big data
CN110398264A (en) * 2019-07-31 2019-11-01 联想(北京)有限公司 A kind of equipment condition monitoring method and system

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SE463338B (en) * 1989-06-14 1990-11-05 Ludwik Liszka SETTING TO MONITOR AND / OR DIAGNOSTIC CURRENT OPERATING CONDITIONS WITH COMPLIED MACHINES
DE4100501A1 (en) * 1991-01-10 1992-07-16 Bodenseewerk Geraetetech Detecting and identifying faults at sensors for state values - using association matrix giving optimal relationship between characteristic vectors and associated classification vectors
JP2868640B2 (en) * 1991-02-26 1999-03-10 株式会社東芝 Signal processing device using neural network
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WO2000033150A1 (en) * 1998-12-03 2000-06-08 Siemens Aktiengesellschaft Method and device for reducing a number of measured values of a technical system

Also Published As

Publication number Publication date
US20020013664A1 (en) 2002-01-31
KR20030011921A (en) 2003-02-11
WO2001098849A2 (en) 2001-12-27
EP1299783A2 (en) 2003-04-09
WO2001098849A3 (en) 2002-04-18
JP2004501465A (en) 2004-01-15
TW541448B (en) 2003-07-11

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