JP2006505856A - 再発性ローカル学習機械を使用するシステム状態モニタリング方法及びその装置 - Google Patents
再発性ローカル学習機械を使用するシステム状態モニタリング方法及びその装置 Download PDFInfo
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- JP2006505856A JP2006505856A JP2004550437A JP2004550437A JP2006505856A JP 2006505856 A JP2006505856 A JP 2006505856A JP 2004550437 A JP2004550437 A JP 2004550437A JP 2004550437 A JP2004550437 A JP 2004550437A JP 2006505856 A JP2006505856 A JP 2006505856A
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- 238000000034 method Methods 0.000 title claims description 77
- 238000012544 monitoring process Methods 0.000 title claims description 71
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- 230000036541 health Effects 0.000 claims description 18
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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
- 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
- G05B13/0275—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 fuzzy logic only
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Automation & Control Theory (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Mathematical Physics (AREA)
- Fuzzy Systems (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Feedback Control In General (AREA)
- Hardware Redundancy (AREA)
- Debugging And Monitoring (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US42347602P | 2002-11-04 | 2002-11-04 | |
| PCT/US2003/035001 WO2004042531A2 (en) | 2002-11-04 | 2003-11-03 | System state monitoring using recurrent local learning machine |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2006505856A true JP2006505856A (ja) | 2006-02-16 |
| JP2006505856A5 JP2006505856A5 (enExample) | 2008-01-31 |
Family
ID=32312658
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2004550437A Pending JP2006505856A (ja) | 2002-11-04 | 2003-11-03 | 再発性ローカル学習機械を使用するシステム状態モニタリング方法及びその装置 |
Country Status (12)
| Country | Link |
|---|---|
| US (1) | US7403869B2 (enExample) |
| EP (1) | EP1579288B1 (enExample) |
| JP (1) | JP2006505856A (enExample) |
| AU (1) | AU2003287487B2 (enExample) |
| CA (1) | CA2505026C (enExample) |
| CY (1) | CY1118935T1 (enExample) |
| DK (1) | DK1579288T3 (enExample) |
| ES (1) | ES2627844T3 (enExample) |
| HU (1) | HUE033477T2 (enExample) |
| PT (1) | PT1579288T (enExample) |
| SI (1) | SI1579288T1 (enExample) |
| WO (1) | WO2004042531A2 (enExample) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012510585A (ja) * | 2008-11-28 | 2012-05-10 | スネクマ | 航空機エンジンの異常検出 |
| JP2013246818A (ja) * | 2012-05-24 | 2013-12-09 | Mitsubishi Electric Corp | 時系列データ内のアノマリを検出するための方法 |
| WO2018131478A1 (ja) * | 2017-01-11 | 2018-07-19 | 日本電気株式会社 | 情報処理装置、情報処理方法、及び、情報処理プログラムが記録された記録媒体 |
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| CN101027684B (zh) * | 2004-09-14 | 2011-01-12 | 松下电器产业株式会社 | 机器控制系统及机器控制方法 |
| EP1954184B1 (en) | 2005-11-29 | 2017-10-11 | PhysIQ Inc. | Residual-based monitoring of human health |
| EP1818746A1 (en) | 2006-02-10 | 2007-08-15 | ALSTOM Technology Ltd | Method of condition monitoring |
| 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 |
| EP2287685B1 (en) * | 2009-07-23 | 2015-07-15 | Siemens Aktiengesellschaft | Method for monitoring operation behaviour of a component of an industrial plant |
| US8707194B1 (en) * | 2009-11-20 | 2014-04-22 | Amazon Technologies, Inc. | System and method for decentralized performance monitoring of host systems |
| EP2523625B1 (en) | 2010-01-14 | 2017-03-08 | PhysIQ Inc. | Multivariate residual-based health index for human health monitoring |
| US20120110391A1 (en) * | 2010-10-27 | 2012-05-03 | Honeywell International Inc. | System and method for determining fault diagnosability of a health monitoring system |
| US9250625B2 (en) | 2011-07-19 | 2016-02-02 | Ge Intelligent Platforms, Inc. | System of sequential kernel regression modeling for forecasting and prognostics |
| US8660980B2 (en) * | 2011-07-19 | 2014-02-25 | Smartsignal Corporation | Monitoring system using kernel regression modeling with pattern sequences |
| US9256224B2 (en) | 2011-07-19 | 2016-02-09 | GE Intelligent Platforms, Inc | Method of sequential kernel regression modeling for forecasting and prognostics |
| US8620853B2 (en) | 2011-07-19 | 2013-12-31 | Smartsignal Corporation | Monitoring method using kernel regression modeling with pattern sequences |
| US8836536B2 (en) * | 2011-07-29 | 2014-09-16 | Hewlett-Packard Development Company, L. P. | Device characterization system and methods |
| CN102332011B (zh) * | 2011-09-09 | 2012-12-26 | 北京空间飞行器总体设计部 | 一种在轨航天器有效数据选取方法 |
| US8600915B2 (en) | 2011-12-19 | 2013-12-03 | Go Daddy Operating Company, LLC | Systems for monitoring computer resources |
| US8719196B2 (en) | 2011-12-19 | 2014-05-06 | Go Daddy Operating Company, LLC | Methods for monitoring computer resources using a first and second matrix, and a feature relationship tree |
| US9170866B2 (en) | 2013-03-08 | 2015-10-27 | Dell Products L.P. | System and method for in-service diagnostics based on health signatures |
| AU2013399629A1 (en) | 2013-09-06 | 2016-03-24 | Ge Intelligent Platforms, Inc. | Apparatus and method for model adaptation |
| US10764265B2 (en) * | 2014-09-24 | 2020-09-01 | Ent. Services Development Corporation Lp | Assigning a document to partial membership in communities |
| US20160155098A1 (en) | 2014-12-01 | 2016-06-02 | Uptake, LLC | Historical Health Metrics |
| US10579750B2 (en) | 2015-06-05 | 2020-03-03 | Uptake Technologies, Inc. | Dynamic execution of predictive models |
| US10176279B2 (en) | 2015-06-05 | 2019-01-08 | Uptake Technologies, Inc. | Dynamic execution of predictive models and workflows |
| US10254751B2 (en) | 2015-06-05 | 2019-04-09 | Uptake Technologies, Inc. | Local analytics at an asset |
| US10878385B2 (en) | 2015-06-19 | 2020-12-29 | Uptake Technologies, Inc. | Computer system and method for distributing execution of a predictive model |
| US20170076406A1 (en) | 2015-09-15 | 2017-03-16 | General Electric Company | Systems and method of monitoring processing systems |
| AU2016324159A1 (en) | 2015-09-17 | 2018-04-05 | Uptake Technologies, Inc. | Computer systems and methods for sharing asset-related information between data platforms over a network |
| PL3143914T3 (pl) * | 2015-09-18 | 2020-10-19 | Vorwerk & Co. Interholding Gmbh | Układ i sposób do poprawy powtarzalności rezultatów przygotowywania potraw wielofunkcyjnego aparatu do przygotowywania potraw |
| WO2017100306A1 (en) | 2015-12-07 | 2017-06-15 | Uptake Technologies, Inc. | Local analytics device |
| US11295217B2 (en) | 2016-01-14 | 2022-04-05 | Uptake Technologies, Inc. | Localized temporal model forecasting |
| US10510006B2 (en) | 2016-03-09 | 2019-12-17 | Uptake Technologies, Inc. | Handling of predictive models based on asset location |
| US10796235B2 (en) | 2016-03-25 | 2020-10-06 | Uptake Technologies, Inc. | Computer systems and methods for providing a visualization of asset event and signal data |
| US10333775B2 (en) | 2016-06-03 | 2019-06-25 | Uptake Technologies, Inc. | Facilitating the provisioning of a local analytics device |
| US10210037B2 (en) | 2016-08-25 | 2019-02-19 | Uptake Technologies, Inc. | Interface tool for asset fault analysis |
| US10474932B2 (en) | 2016-09-01 | 2019-11-12 | Uptake Technologies, Inc. | Detection of anomalies in multivariate data |
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| US10228925B2 (en) | 2016-12-19 | 2019-03-12 | Uptake Technologies, Inc. | Systems, devices, and methods for deploying one or more artifacts to a deployment environment |
| US10579961B2 (en) | 2017-01-26 | 2020-03-03 | Uptake Technologies, Inc. | Method and system of identifying environment features for use in analyzing asset operation |
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| US10255526B2 (en) | 2017-06-09 | 2019-04-09 | Uptake Technologies, Inc. | Computer system and method for classifying temporal patterns of change in images of an area |
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| US10169135B1 (en) | 2018-03-02 | 2019-01-01 | Uptake Technologies, Inc. | Computer system and method of detecting manufacturing network anomalies |
| US10554518B1 (en) | 2018-03-02 | 2020-02-04 | Uptake Technologies, Inc. | Computer system and method for evaluating health of nodes in a manufacturing network |
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| WO2023133165A1 (en) | 2022-01-05 | 2023-07-13 | Prolaio, Inc. | System and method for monitoring and managing a cardiac health status |
Citations (2)
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| JPH06161982A (ja) * | 1992-11-27 | 1994-06-10 | Nippondenso Co Ltd | 学習パターン選択型追加学習装置 |
| WO2002057856A2 (en) * | 2001-01-19 | 2002-07-25 | Smartsignal Corporation | Adaptive modeling of changed states in predictive condition monitoring |
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-
2003
- 2003-11-03 JP JP2004550437A patent/JP2006505856A/ja active Pending
- 2003-11-03 EP EP03781728.5A patent/EP1579288B1/en not_active Expired - Lifetime
- 2003-11-03 WO PCT/US2003/035001 patent/WO2004042531A2/en not_active Ceased
- 2003-11-03 HU HUE03781728A patent/HUE033477T2/en unknown
- 2003-11-03 PT PT37817285T patent/PT1579288T/pt unknown
- 2003-11-03 SI SI200332525T patent/SI1579288T1/sl unknown
- 2003-11-03 DK DK03781728.5T patent/DK1579288T3/en active
- 2003-11-03 CA CA2505026A patent/CA2505026C/en not_active Expired - Fee Related
- 2003-11-03 AU AU2003287487A patent/AU2003287487B2/en not_active Ceased
- 2003-11-03 ES ES03781728.5T patent/ES2627844T3/es not_active Expired - Lifetime
-
2005
- 2005-04-29 US US11/119,322 patent/US7403869B2/en not_active Expired - Lifetime
-
2017
- 2017-06-07 CY CY20171100594T patent/CY1118935T1/el unknown
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH06161982A (ja) * | 1992-11-27 | 1994-06-10 | Nippondenso Co Ltd | 学習パターン選択型追加学習装置 |
| WO2002057856A2 (en) * | 2001-01-19 | 2002-07-25 | Smartsignal Corporation | Adaptive modeling of changed states in predictive condition monitoring |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012510585A (ja) * | 2008-11-28 | 2012-05-10 | スネクマ | 航空機エンジンの異常検出 |
| JP2013246818A (ja) * | 2012-05-24 | 2013-12-09 | Mitsubishi Electric Corp | 時系列データ内のアノマリを検出するための方法 |
| WO2018131478A1 (ja) * | 2017-01-11 | 2018-07-19 | 日本電気株式会社 | 情報処理装置、情報処理方法、及び、情報処理プログラムが記録された記録媒体 |
| JPWO2018131478A1 (ja) * | 2017-01-11 | 2019-11-07 | 日本電気株式会社 | 情報処理装置、情報処理方法、及び、情報処理プログラム |
| JP7024733B2 (ja) | 2017-01-11 | 2022-02-24 | 日本電気株式会社 | 情報処理装置、情報処理方法、及び、情報処理プログラム |
Also Published As
| Publication number | Publication date |
|---|---|
| DK1579288T3 (en) | 2017-06-26 |
| HUE033477T2 (en) | 2017-12-28 |
| PT1579288T (pt) | 2017-06-23 |
| US20050278143A1 (en) | 2005-12-15 |
| EP1579288B1 (en) | 2017-03-15 |
| AU2003287487A1 (en) | 2004-06-07 |
| EP1579288A2 (en) | 2005-09-28 |
| ES2627844T3 (es) | 2017-07-31 |
| CA2505026A1 (en) | 2004-05-21 |
| WO2004042531A2 (en) | 2004-05-21 |
| US7403869B2 (en) | 2008-07-22 |
| SI1579288T1 (sl) | 2017-10-30 |
| CA2505026C (en) | 2013-04-09 |
| CY1118935T1 (el) | 2018-01-10 |
| EP1579288A4 (en) | 2010-03-31 |
| WO2004042531A3 (en) | 2005-09-01 |
| AU2003287487B2 (en) | 2009-03-26 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
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