JP2014524094A - パターン・シーケンスを持つカーネル回帰モデリングを用いる監視システム - Google Patents

パターン・シーケンスを持つカーネル回帰モデリングを用いる監視システム Download PDF

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JP2014524094A
JP2014524094A JP2014521638A JP2014521638A JP2014524094A JP 2014524094 A JP2014524094 A JP 2014524094A JP 2014521638 A JP2014521638 A JP 2014521638A JP 2014521638 A JP2014521638 A JP 2014521638A JP 2014524094 A JP2014524094 A JP 2014524094A
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input
vector
vectors
estimate
matrix
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JP2014524094A5 (enExample
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ハーゾッグ，ジェームズ・ピー
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スマートシグナル・コーポレーション
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    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G06F18/24137—Distances to cluster centroïds
    • G06F18/2414—Smoothing the distance, e.g. radial basis function networks [RBFN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Mathematical Physics (AREA)
  • Automation & Control Theory (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
JP2014521638A 2011-07-19 2012-06-28 パターン・シーケンスを持つカーネル回帰モデリングを用いる監視システム Pending JP2014524094A (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/186,128 2011-07-19
US13/186,128 US8660980B2 (en) 2011-07-19 2011-07-19 Monitoring system using kernel regression modeling with pattern sequences
PCT/US2012/044614 WO2013012534A1 (en) 2011-07-19 2012-06-28 Monitoring system using kernel regression modeling with pattern sequences

Publications (2)

Publication Number Publication Date
JP2014524094A true JP2014524094A (ja) 2014-09-18
JP2014524094A5 JP2014524094A5 (enExample) 2015-08-06

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JP2014521638A Pending JP2014524094A (ja) 2011-07-19 2012-06-28 パターン・シーケンスを持つカーネル回帰モデリングを用いる監視システム

Country Status (8)

Country Link
US (1) US8660980B2 (enExample)
JP (1) JP2014524094A (enExample)
KR (1) KR20140058501A (enExample)
CN (1) CN103842922B (enExample)
AU (1) AU2012284497B2 (enExample)
BR (1) BR112014001227A2 (enExample)
CA (1) CA2841997A1 (enExample)
WO (1) WO2013012534A1 (enExample)

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