WO2001031514A3 - A process for the monitoring and diagnostics of data from a remote asset - Google Patents

A process for the monitoring and diagnostics of data from a remote asset Download PDF

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Publication number
WO2001031514A3
WO2001031514A3 PCT/US2000/029864 US0029864W WO0131514A3 WO 2001031514 A3 WO2001031514 A3 WO 2001031514A3 US 0029864 W US0029864 W US 0029864W WO 0131514 A3 WO0131514 A3 WO 0131514A3
Authority
WO
WIPO (PCT)
Prior art keywords
data
remote asset
statistical
applying
data set
Prior art date
Application number
PCT/US2000/029864
Other languages
French (fr)
Other versions
WO2001031514A2 (en
Inventor
Aidan Thomas Cardella
Evelyn Varner
Original Assignee
Gen Electric
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 Gen Electric filed Critical Gen Electric
Priority to AU14441/01A priority Critical patent/AU768225B2/en
Priority to CA002387934A priority patent/CA2387934C/en
Priority to EP00976705A priority patent/EP1242923B1/en
Priority to DE60041886T priority patent/DE60041886D1/en
Publication of WO2001031514A2 publication Critical patent/WO2001031514A2/en
Publication of WO2001031514A3 publication Critical patent/WO2001031514A3/en

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
    • 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
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
    • G05B23/0232—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on qualitative trend analysis, e.g. system evolution
    • 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; 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
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C3/00—Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
    • 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
    • G05B2223/00—Indexing scheme associated with group G05B23/00
    • G05B2223/06—Remote monitoring

Abstract

A method for processing monitored data from a remote asset (5) to optimize maintenance and operation schedules, the method comprising the steps of collecting data from the remote asset, building a data set based on the data collected (20, 22, 24, 26), applying statistical scripts to the data set to create a statistical model (28, 30, 32, 34, 36), comparing the statistical model to the data set, (40, 42, 44, 46), creating a standardization model from the compared statistical model and the data set (48, 50), applying a trending algorithm to the data (52), deriving statistical based control limits, (54, 56, 58) and applying the control limits to a new set of collected data (60, 62).
PCT/US2000/029864 1999-10-28 2000-10-30 A process for the monitoring and diagnostics of data from a remote asset WO2001031514A2 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
AU14441/01A AU768225B2 (en) 1999-10-28 2000-10-30 A process for the monitoring and diagnostics of data from a remote asset
CA002387934A CA2387934C (en) 1999-10-28 2000-10-30 A process for the monitoring and diagnostics of data from a remote asset
EP00976705A EP1242923B1 (en) 1999-10-28 2000-10-30 A process for the monitoring and diagnostics of data from a remote asset
DE60041886T DE60041886D1 (en) 1999-10-28 2000-10-30 PROCESS FOR MONITORING AND DIAGNOSING DATA OF A SUBJECT OF A REMOVED SUBJECT

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16204899P 1999-10-28 1999-10-28
US60/162,048 1999-10-28

Publications (2)

Publication Number Publication Date
WO2001031514A2 WO2001031514A2 (en) 2001-05-03
WO2001031514A3 true WO2001031514A3 (en) 2002-01-31

Family

ID=22583943

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2000/029864 WO2001031514A2 (en) 1999-10-28 2000-10-30 A process for the monitoring and diagnostics of data from a remote asset

Country Status (7)

Country Link
US (1) US6480810B1 (en)
EP (1) EP1242923B1 (en)
AT (1) ATE426845T1 (en)
AU (1) AU768225B2 (en)
CA (1) CA2387934C (en)
DE (1) DE60041886D1 (en)
WO (1) WO2001031514A2 (en)

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US6829333B1 (en) 2000-01-31 2004-12-07 Frazier Spaeth Llc Automated system for messaging based on chains of relationships
US6957172B2 (en) 2000-03-09 2005-10-18 Smartsignal Corporation Complex signal decomposition and modeling
US20020183971A1 (en) * 2001-04-10 2002-12-05 Wegerich Stephan W. Diagnostic systems and methods for predictive condition monitoring
US7539597B2 (en) * 2001-04-10 2009-05-26 Smartsignal Corporation Diagnostic systems and methods for predictive condition monitoring
US6609051B2 (en) * 2001-09-10 2003-08-19 Daimlerchrysler Ag Method and system for condition monitoring of vehicles
DE10148214C2 (en) * 2001-09-28 2003-07-31 Daimler Chrysler Ag Method for providing a maintenance algorithm
US7050943B2 (en) * 2001-11-30 2006-05-23 General Electric Company System and method for processing operation data obtained from turbine operations
US20030158803A1 (en) * 2001-12-20 2003-08-21 Darken Christian J. System and method for estimation of asset lifetimes
US6688561B2 (en) * 2001-12-27 2004-02-10 General Electric Company Remote monitoring of grade crossing warning equipment
US6907379B1 (en) * 2002-11-25 2005-06-14 Advanced Micro Devices, Inc. System and method for processing tester information and visualization for parameter with multiple distributions in integrated circuit technology development
US7076343B2 (en) * 2003-02-20 2006-07-11 General Electric Company Portable communications device integrating remote control of rail track switches and movement of a locomotive in a train yard
US20040193467A1 (en) * 2003-03-31 2004-09-30 3M Innovative Properties Company Statistical analysis and control of preventive maintenance procedures
US7206965B2 (en) * 2003-05-23 2007-04-17 General Electric Company System and method for processing a new diagnostics case relative to historical case data and determining a ranking for possible repairs
US20050033464A1 (en) * 2003-08-06 2005-02-10 Siemens Dematic Electronics Assembly Systems, Inc. Real time closed-loop process control system for defect prevention
US7751325B2 (en) * 2003-08-14 2010-07-06 At&T Intellectual Property Ii, L.P. Method and apparatus for sketch-based detection of changes in network traffic
US7580812B2 (en) * 2004-01-28 2009-08-25 Honeywell International Inc. Trending system and method using window filtering
US20050171704A1 (en) * 2004-01-29 2005-08-04 Lewis Bradley M. Method for the automated quantification of power production, resource utilization and wear of turbines
US20050193270A1 (en) * 2004-02-12 2005-09-01 General Electric Company Mobile remote monitoring and diagnostics and method
US7177706B2 (en) * 2004-08-13 2007-02-13 Disney Enterprises, Inc. Automated attraction and ride maintenance verification system
US7173539B2 (en) * 2004-09-30 2007-02-06 Florida Power And Light Company Condition assessment system and method
WO2006128251A1 (en) * 2005-06-03 2006-12-07 The Commonwealth Of Australia Matrix compression arrangements
KR100522029B1 (en) * 2005-07-27 2005-10-18 엔에이치엔(주) Method and system for detecting in real-time search terms whose popularity increase rapidly
US20070136028A1 (en) * 2005-12-12 2007-06-14 General Electric Company Monitoring system for machine operable in a plurality of operating modes
TW200745802A (en) 2006-04-14 2007-12-16 Dow Global Technologies Inc Process monitoring technique and related actions
US8275577B2 (en) * 2006-09-19 2012-09-25 Smartsignal Corporation Kernel-based method for detecting boiler tube leaks
US8311774B2 (en) 2006-12-15 2012-11-13 Smartsignal Corporation Robust distance measures for on-line monitoring
US7949497B2 (en) * 2007-04-12 2011-05-24 Siemens Corporation Machine condition monitoring using discontinuity detection
US8112381B2 (en) * 2007-11-02 2012-02-07 Siemens Corporation Multivariate analysis of wireless sensor network data for machine condition monitoring
US7953508B2 (en) * 2008-04-01 2011-05-31 Toyota Motor Engineering & Manufacturing North America, Inc. Quality control system and method thereof
US8374745B2 (en) * 2008-09-05 2013-02-12 GM Global Technology Operations LLC Telematics-enabled aggregated vehicle diagnosis and prognosis
US9671797B2 (en) 2009-05-08 2017-06-06 Gas Turbine Efficiency Sweden Ab Optimization of gas turbine combustion systems low load performance on simple cycle and heat recovery steam generator applications
US9354618B2 (en) 2009-05-08 2016-05-31 Gas Turbine Efficiency Sweden Ab Automated tuning of multiple fuel gas turbine combustion systems
US8437941B2 (en) 2009-05-08 2013-05-07 Gas Turbine Efficiency Sweden Ab Automated tuning of gas turbine combustion systems
US9267443B2 (en) 2009-05-08 2016-02-23 Gas Turbine Efficiency Sweden Ab Automated tuning of gas turbine combustion systems
US8532842B2 (en) * 2010-11-18 2013-09-10 General Electric Company System and method for remotely controlling rail vehicles
US9239991B2 (en) 2013-09-05 2016-01-19 General Electric Company Services support system and method
CN104731955A (en) * 2015-04-02 2015-06-24 龙源（北京）风电工程技术有限公司 Methods and systems for diagnostic standard establishment and intelligent diagnosis of wind generation set oil monitoring
CN106506645B (en) * 2016-11-10 2019-11-22 中车青岛四方机车车辆股份有限公司 The monitoring method and system of rail vehicle
CN107426013B (en) * 2017-05-27 2020-04-10 重庆交通开投科技发展有限公司 Equipment information monitoring method, device and system
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Patent Citations (4)

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US5781871A (en) * 1994-11-18 1998-07-14 Robert Bosch Gmbh Method of determining diagnostic threshold values for a particular motor vehicle type and electronic computing unit for a motor vehicle
EP0843244A1 (en) * 1996-11-18 1998-05-20 General Electric Company Diagnostic trend analysis for aircraft engines
WO1999045517A1 (en) * 1998-03-03 1999-09-10 General Electric Company Telemetry of diagnostic messages from a mobile asset to a remote station

Also Published As

Publication number Publication date
AU1444101A (en) 2001-05-08
EP1242923B1 (en) 2009-03-25
AU768225B2 (en) 2003-12-04
WO2001031514A2 (en) 2001-05-03
EP1242923A2 (en) 2002-09-25
US6480810B1 (en) 2002-11-12
DE60041886D1 (en) 2009-05-07
CA2387934A1 (en) 2001-05-03
CA2387934C (en) 2008-08-19
ATE426845T1 (en) 2009-04-15

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