CA2073385A1 - Monitoring diagnosis device for electrical appliance - Google Patents
Monitoring diagnosis device for electrical applianceInfo
- Publication number
- CA2073385A1 CA2073385A1 CA2073385A CA2073385A CA2073385A1 CA 2073385 A1 CA2073385 A1 CA 2073385A1 CA 2073385 A CA2073385 A CA 2073385A CA 2073385 A CA2073385 A CA 2073385A CA 2073385 A1 CA2073385 A1 CA 2073385A1
- Authority
- CA
- Canada
- Prior art keywords
- electrical appliance
- layer
- output
- diagnosis device
- monitoring diagnosis
- 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.)
- Granted
Links
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H7/00—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions
- H02H7/22—Emergency protective circuit arrangements specially adapted for specific types of electric machines or apparatus or for sectionalised protection of cable or line systems, and effecting automatic switching in the event of an undesired change from normal working conditions for distribution gear, e.g. bus-bar systems; for switching devices
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/22—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H1/00—Details of emergency protective circuit arrangements
- H02H1/0092—Details of emergency protective circuit arrangements concerning the data processing means, e.g. expert systems, neural networks
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H1/00—Details of emergency protective circuit arrangements
- H02H1/0007—Details of emergency protective circuit arrangements concerning the detecting means
- H02H1/0015—Using arc detectors
- H02H1/0023—Using arc detectors sensing non electrical parameters, e.g. by optical, pneumatic, thermal or sonic sensors
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/911—Nonmedical diagnostics
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/911—Nonmedical diagnostics
- Y10S706/912—Manufacturing or machine, e.g. agricultural machinery, machine tool
Abstract
A monitoring diagnosis device for an electrical appliance such as gas insulated switchgear includes a sensor, such as an acceleration sensor, and a neural network including an input layer, an intermediate layer, and an output layer, each consisting of a plurality of neural elements coupled to the adjacent layer via a plurality of connection weights. The output of the sensor is first processed and then is supplied to the neural elements of the input layer. The connection weights are adjusted by means of learning data such that the output from the neural elements of the output layer of the neural network correctly identifies the causes of abnormality of the electrical appliance.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP3169587A JP2997571B2 (en) | 1991-07-10 | 1991-07-10 | Monitoring and diagnostic equipment |
JP3-169587 | 1991-07-10 |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2073385A1 true CA2073385A1 (en) | 1993-01-11 |
CA2073385C CA2073385C (en) | 1998-05-05 |
Family
ID=15889251
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002073385A Expired - Fee Related CA2073385C (en) | 1991-07-10 | 1992-07-08 | Monitoring diagnosis device for electrical appliance |
Country Status (4)
Country | Link |
---|---|
US (1) | US5305235A (en) |
JP (1) | JP2997571B2 (en) |
BR (1) | BR9202581A (en) |
CA (1) | CA2073385C (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0572767A2 (en) * | 1992-06-02 | 1993-12-08 | The Tokyo Electric Power Co., Inc. | Monitoring diagnostic apparatus using neural network |
Families Citing this family (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5790413A (en) * | 1993-03-22 | 1998-08-04 | Exxon Chemical Patents Inc. | Plant parameter detection by monitoring of power spectral densities |
US5629870A (en) * | 1994-05-31 | 1997-05-13 | Siemens Energy & Automation, Inc. | Method and apparatus for predicting electric induction machine failure during operation |
US5710723A (en) * | 1995-04-05 | 1998-01-20 | Dayton T. Brown | Method and apparatus for performing pre-emptive maintenance on operating equipment |
US5649064A (en) * | 1995-05-19 | 1997-07-15 | The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration | System and method for modeling the flow performance features of an object |
GB9518075D0 (en) * | 1995-09-05 | 1995-11-08 | Sun Electric Uk Ltd | Testing automative electronic control units and batteries and related equipment |
JPH10170596A (en) * | 1996-12-09 | 1998-06-26 | Hitachi Ltd | System for diagnosing insulated apparatus and method for detecting partial discharge |
DE19716963C2 (en) * | 1997-04-16 | 2001-10-18 | Siemens Ag | Procedure for determining the location of a partial discharge |
EP1088211B1 (en) * | 1998-04-17 | 2003-06-25 | Siemens Aktiengesellschaft | Acoustic diagnostic system and method |
US6757665B1 (en) * | 1999-09-28 | 2004-06-29 | Rockwell Automation Technologies, Inc. | Detection of pump cavitation/blockage and seal failure via current signature analysis |
JP4157636B2 (en) * | 1999-01-28 | 2008-10-01 | 株式会社日立製作所 | Partial discharge diagnostic equipment for gas insulation equipment |
JP2001034304A (en) * | 1999-07-21 | 2001-02-09 | Fujitsu Ltd | Monitor and control supporting device |
FI107081B (en) * | 1999-10-19 | 2001-05-31 | Abb Substation Automation Oy | Procedure and arrangement for determining the number of partial discharges |
DE10230607A1 (en) * | 2002-07-08 | 2004-02-05 | Abb Patent Gmbh | Method for monitoring a measuring device, in particular a flow measuring device, and a measuring device itself |
JP5078276B2 (en) * | 2006-04-21 | 2012-11-21 | 三菱電機株式会社 | Diagnostic signal processor |
JP2008170306A (en) * | 2007-01-12 | 2008-07-24 | Mitsubishi Electric Corp | Evaluation method of ranging sensor |
CN101451920B (en) * | 2007-12-07 | 2011-05-11 | 上海宝钢工业检测公司 | All-band characteristic prewarning method for mechanical vibration signal |
KR101235868B1 (en) * | 2008-06-30 | 2013-02-21 | 현대중공업 주식회사 | Remote Management Methode for GIS Preventive Diagnosis System |
EP2246984B1 (en) * | 2009-04-28 | 2013-07-03 | VEGA Grieshaber KG | Diagnosis apparatus for monitoring an analogue-digital conversion apparatus |
JP5240167B2 (en) * | 2009-11-11 | 2013-07-17 | 新日鐵住金株式会社 | Switch diagnosis method and switch diagnosis device |
CN102565646A (en) * | 2012-01-16 | 2012-07-11 | 广东电网公司电力科学研究院 | Lightning-wave surge-voltage type test device for dry sleeve and frequency band analysis method thereof |
JP6743458B2 (en) * | 2016-04-01 | 2020-08-19 | セイコーエプソン株式会社 | Observation system and control method of observation system |
JP6569985B2 (en) * | 2016-04-17 | 2019-09-04 | 新電元工業株式会社 | Diagnostic method for power conversion device |
JP6952575B2 (en) * | 2017-10-31 | 2021-10-20 | 株式会社東芝 | Partial discharge diagnostic device |
JP7227846B2 (en) * | 2019-05-16 | 2023-02-22 | 株式会社日立製作所 | Diagnosis method and device for switchgear |
CN113886162A (en) * | 2021-10-21 | 2022-01-04 | 统信软件技术有限公司 | Computing equipment performance test method, computing equipment and storage medium |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3394351A (en) * | 1964-10-27 | 1968-07-23 | Rca Corp | Logic circuits |
US5251151A (en) * | 1988-05-27 | 1993-10-05 | Research Foundation Of State Univ. Of N.Y. | Method and apparatus for diagnosing the state of a machine |
US5107497A (en) * | 1989-07-28 | 1992-04-21 | At&T Bell Laboratories | Technique for producing an expert system for system fault diagnosis |
US5123017A (en) * | 1989-09-29 | 1992-06-16 | The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration | Remote maintenance monitoring system |
EP0453939B1 (en) * | 1990-04-24 | 1996-07-17 | Yozan Inc. | Learning method for data processing system |
US5039871A (en) * | 1990-05-21 | 1991-08-13 | General Electric Company | Capacitive structures for weighted summation as used in neural nets |
US5039870A (en) * | 1990-05-21 | 1991-08-13 | General Electric Company | Weighted summation circuits having different-weight ranks of capacitive structures |
US5253184A (en) * | 1991-06-19 | 1993-10-12 | Storage Technology Corporation | Failure and performance tracking system |
-
1991
- 1991-07-10 JP JP3169587A patent/JP2997571B2/en not_active Expired - Lifetime
-
1992
- 1992-07-08 CA CA002073385A patent/CA2073385C/en not_active Expired - Fee Related
- 1992-07-09 US US07/911,068 patent/US5305235A/en not_active Expired - Fee Related
- 1992-07-10 BR BR929202581A patent/BR9202581A/en not_active IP Right Cessation
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0572767A2 (en) * | 1992-06-02 | 1993-12-08 | The Tokyo Electric Power Co., Inc. | Monitoring diagnostic apparatus using neural network |
EP0572767A3 (en) * | 1992-06-02 | 1994-01-05 | Tokyo Electric Power Co | |
US5419197A (en) * | 1992-06-02 | 1995-05-30 | Mitsubishi Denki Kabushiki Kaisha | Monitoring diagnostic apparatus using neural network |
Also Published As
Publication number | Publication date |
---|---|
BR9202581A (en) | 1993-03-16 |
JPH06194403A (en) | 1994-07-15 |
CA2073385C (en) | 1998-05-05 |
JP2997571B2 (en) | 2000-01-11 |
US5305235A (en) | 1994-04-19 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKLA | Lapsed |