BR0106094A - Método para filtragem de dados e detecção de anomalia - Google Patents

Método para filtragem de dados e detecção de anomalia

Info

Publication number
BR0106094A
BR0106094A BR0106094-5A BR0106094A BR0106094A BR 0106094 A BR0106094 A BR 0106094A BR 0106094 A BR0106094 A BR 0106094A BR 0106094 A BR0106094 A BR 0106094A
Authority
BR
Brazil
Prior art keywords
data
archived
anomaly detection
detection method
data filtering
Prior art date
Application number
BR0106094-5A
Other languages
English (en)
Inventor
Louis Andrew Schick
Douglas Ancona Catharine
Stephen Duane Sandorn
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
Publication of BR0106094A publication Critical patent/BR0106094A/pt

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/18Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
    • G05B19/408Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by data handling or data format, e.g. reading, buffering or conversion of data
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric 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
    • G05B23/0221Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F23COMBUSTION APPARATUS; COMBUSTION PROCESSES
    • F23NREGULATING OR CONTROLLING COMBUSTION
    • F23N2223/00Signal processing; Details thereof
    • F23N2223/04Memory
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F23COMBUSTION APPARATUS; COMBUSTION PROCESSES
    • F23NREGULATING OR CONTROLLING COMBUSTION
    • F23N2223/00Signal processing; Details thereof
    • F23N2223/06Sampling
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F23COMBUSTION APPARATUS; COMBUSTION PROCESSES
    • F23NREGULATING OR CONTROLLING COMBUSTION
    • F23N2241/00Applications
    • F23N2241/20Gas turbines
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F23COMBUSTION APPARATUS; COMBUSTION PROCESSES
    • F23NREGULATING OR CONTROLLING COMBUSTION
    • F23N5/00Systems for controlling combustion
    • F23N5/003Systems for controlling combustion using detectors sensitive to combustion gas properties
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F23COMBUSTION APPARATUS; COMBUSTION PROCESSES
    • F23NREGULATING OR CONTROLLING COMBUSTION
    • F23N5/00Systems for controlling combustion
    • F23N5/02Systems for controlling combustion using devices responsive to thermal changes or to thermal expansion of a medium
    • F23N5/10Systems for controlling combustion using devices responsive to thermal changes or to thermal expansion of a medium using thermocouples

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Complex Calculations (AREA)
  • Arrangements For Transmission Of Measured Signals (AREA)
  • Image Processing (AREA)

Abstract

Patente de Invenção: "MéTODO PARA FILTRAGEM DE DADOS E DETECçãO DE ANOMALIA". Método para filtragem em passa-baixa de dados usados na compressão de detecção de mudança de dados coletados de um sistema inclui o armazenamento temporário de dados do referido sistema. As médias de rolagem dos dados armazenados temporariamente são calculadas onde o cálculo das médias de rolagem filtra em passa-baixa os dados. A compressão de detecção de mudança é realizada nos dados de média de rolagem e os dados comprimidos são arquivados. Os dados arquivados são transmitidos para uma localização central e recebidos. Os dados recebidos são arquivados na localização central.
BR0106094-5A 2000-04-24 2001-02-08 Método para filtragem de dados e detecção de anomalia BR0106094A (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US09/556,987 US6584434B1 (en) 2000-04-24 2000-04-24 Method for data filtering and anomoly detection
PCT/US2001/004088 WO2001082144A2 (en) 2000-04-24 2001-02-08 Method for data filtering and anomaly detection

Publications (1)

Publication Number Publication Date
BR0106094A true BR0106094A (pt) 2002-02-26

Family

ID=24223607

Family Applications (1)

Application Number Title Priority Date Filing Date
BR0106094-5A BR0106094A (pt) 2000-04-24 2001-02-08 Método para filtragem de dados e detecção de anomalia

Country Status (10)

Country Link
US (1) US6584434B1 (pt)
EP (1) EP1410266A2 (pt)
JP (1) JP2003535392A (pt)
KR (1) KR100779297B1 (pt)
AU (1) AU2001236779A1 (pt)
BR (1) BR0106094A (pt)
CA (1) CA2377471C (pt)
CZ (1) CZ20014607A3 (pt)
RU (1) RU2002101626A (pt)
WO (1) WO2001082144A2 (pt)

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US6839613B2 (en) * 2001-07-17 2005-01-04 General Electric Company Remote tuning for gas turbines
JP4103467B2 (ja) * 2002-06-28 2008-06-18 株式会社日立プラントテクノロジー 機器メンテナンス診断システム
US7097351B2 (en) * 2002-09-30 2006-08-29 Flowserve Management Company System of monitoring operating conditions of rotating equipment
US7125223B2 (en) * 2003-09-30 2006-10-24 General Electric Company Method and apparatus for turbomachine active clearance control
US6973396B1 (en) * 2004-05-28 2005-12-06 General Electric Company Method for developing a unified quality assessment and providing an automated fault diagnostic tool for turbine machine systems and the like
US8761909B2 (en) * 2007-11-30 2014-06-24 Honeywell International Inc. Batch process monitoring using local multivariate trajectories
FR2966878B1 (fr) * 2010-11-02 2015-01-30 Snecma Systeme de surveillance d'une chaine de mesure de temperature d'un turboreacteur
US10047757B2 (en) 2016-06-22 2018-08-14 General Electric Company Predicting a surge event in a compressor of a turbomachine

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Also Published As

Publication number Publication date
AU2001236779A1 (en) 2001-11-07
CZ20014607A3 (cs) 2002-08-14
US6584434B1 (en) 2003-06-24
KR20020031343A (ko) 2002-05-01
KR100779297B1 (ko) 2007-11-23
WO2001082144A2 (en) 2001-11-01
WO2001082144A3 (en) 2004-02-26
RU2002101626A (ru) 2003-08-27
CA2377471A1 (en) 2001-11-01
EP1410266A2 (en) 2004-04-21
JP2003535392A (ja) 2003-11-25
CA2377471C (en) 2010-06-22

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Legal Events

Date Code Title Description
B11A Dismissal acc. art.33 of ipl - examination not requested within 36 months of filing
B11Y Definitive dismissal - extension of time limit for request of examination expired [chapter 11.1.1 patent gazette]