CN102576227B - 设备诊断装置 - Google Patents
设备诊断装置 Download PDFInfo
- Publication number
- CN102576227B CN102576227B CN200980161696.3A CN200980161696A CN102576227B CN 102576227 B CN102576227 B CN 102576227B CN 200980161696 A CN200980161696 A CN 200980161696A CN 102576227 B CN102576227 B CN 102576227B
- Authority
- CN
- China
- Prior art keywords
- data
- database
- diagnosis
- classification
- unit
- 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.)
- Active
Links
Images
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
- 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
- G05B23/0221—Preprocessing 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
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2009/005123 WO2011039823A1 (ja) | 2009-10-02 | 2009-10-02 | プラント診断装置 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN102576227A CN102576227A (zh) | 2012-07-11 |
| CN102576227B true CN102576227B (zh) | 2014-06-25 |
Family
ID=43825680
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN200980161696.3A Active CN102576227B (zh) | 2009-10-02 | 2009-10-02 | 设备诊断装置 |
Country Status (4)
| Country | Link |
|---|---|
| JP (1) | JP5199478B2 (enExample) |
| CN (1) | CN102576227B (enExample) |
| IN (1) | IN2012DN02779A (enExample) |
| WO (1) | WO2011039823A1 (enExample) |
Families Citing this family (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103454515B (zh) * | 2012-05-31 | 2017-06-23 | Ge医疗系统环球技术有限公司 | 图形化自诊断系统和方法 |
| JP6078019B2 (ja) * | 2014-04-02 | 2017-02-08 | 三菱電機ビルテクノサービス株式会社 | 設備監視装置及びプログラム |
| JP6685124B2 (ja) * | 2015-12-22 | 2020-04-22 | 株式会社日立製作所 | 診断装置及び診断方法 |
| JP6620056B2 (ja) * | 2016-03-31 | 2019-12-11 | 三菱日立パワーシステムズ株式会社 | 機器の異常診断方法及び機器の異常診断装置 |
| JP6591937B2 (ja) * | 2016-06-29 | 2019-10-16 | 株式会社日立製作所 | 運用保守知識情報の策定支援システムおよび策定支援方法 |
| JP2018106432A (ja) * | 2016-12-27 | 2018-07-05 | 株式会社日立製作所 | オンライン監視装置、及びオンライン監視方法 |
| JP6842299B2 (ja) * | 2016-12-28 | 2021-03-17 | 三菱パワー株式会社 | 診断装置、診断方法及びプログラム |
| KR102355777B1 (ko) * | 2017-06-19 | 2022-01-25 | 제이에프이 스틸 가부시키가이샤 | 프로세스의 이상 상태 진단 장치 및 이상 상태 진단 방법 |
| US10838413B2 (en) * | 2017-10-02 | 2020-11-17 | Fisher-Rosemount Systems, Inc. | Systems and methods for multi-site performance monitoring of process control systems |
| JP6861653B2 (ja) * | 2018-01-10 | 2021-04-21 | 三菱電機株式会社 | 監視制御支援装置 |
| JP7180985B2 (ja) * | 2018-03-01 | 2022-11-30 | 株式会社日立製作所 | 診断装置および診断方法 |
| US11433539B2 (en) | 2018-07-31 | 2022-09-06 | Nissan Motor Co., Ltd. | Abnormality determination device and abnormality determination method |
| WO2020027207A1 (ja) * | 2018-08-03 | 2020-02-06 | パナソニックIpマネジメント株式会社 | 異常検出方法、情報処理装置及び異常検出システム |
| JP7184636B2 (ja) * | 2018-12-27 | 2022-12-06 | 三菱重工業株式会社 | データ選別装置及び方法、ならびに監視診断装置 |
| CN109885951A (zh) * | 2019-02-28 | 2019-06-14 | 中科云创(厦门)科技有限公司 | 设备故障诊断方法及装置 |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004206583A (ja) * | 2002-12-26 | 2004-07-22 | Nisshin Flour Milling Inc | 学習型異常通知装置及びその方法 |
| JP4676149B2 (ja) * | 2004-03-10 | 2011-04-27 | 株式会社日立製作所 | データ分類装置 |
| JP4922597B2 (ja) * | 2005-10-27 | 2012-04-25 | 株式会社日立製作所 | 燃料電池システムの診断方法および診断装置 |
| JP4641537B2 (ja) * | 2007-08-08 | 2011-03-02 | 株式会社日立製作所 | データ分類方法および装置 |
-
2009
- 2009-10-02 JP JP2011533967A patent/JP5199478B2/ja not_active Expired - Fee Related
- 2009-10-02 WO PCT/JP2009/005123 patent/WO2011039823A1/ja not_active Ceased
- 2009-10-02 IN IN2779DEN2012 patent/IN2012DN02779A/en unknown
- 2009-10-02 CN CN200980161696.3A patent/CN102576227B/zh active Active
Also Published As
| Publication number | Publication date |
|---|---|
| IN2012DN02779A (enExample) | 2015-09-18 |
| WO2011039823A1 (ja) | 2011-04-07 |
| JP5199478B2 (ja) | 2013-05-15 |
| CN102576227A (zh) | 2012-07-11 |
| JPWO2011039823A1 (ja) | 2013-02-21 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN102576227B (zh) | 设备诊断装置 | |
| CN102870057B (zh) | 机械设备的诊断装置、诊断方法及诊断程序 | |
| CN102713777B (zh) | 诊断装置及诊断方法 | |
| US11455560B2 (en) | Machine fault modelling | |
| US7403869B2 (en) | System state monitoring using recurrent local learning machine | |
| JP5097739B2 (ja) | プラントの異常診断装置及び異常診断方法 | |
| JP5331774B2 (ja) | 設備状態監視方法およびその装置並びに設備状態監視用プログラム | |
| US10557719B2 (en) | Gas turbine sensor failure detection utilizing a sparse coding methodology | |
| JP5753286B1 (ja) | 情報処理装置、診断方法、およびプログラム | |
| CN102282516B (zh) | 异常检测方法及异常检测系统 | |
| US11061390B2 (en) | System fault isolation and ambiguity resolution | |
| CN102999038B (zh) | 发电设备的诊断装置、以及发电设备的诊断方法 | |
| CN107111309B (zh) | 利用监督式学习方法的燃气涡轮机故障预测 | |
| JP2022035686A (ja) | 診断装置及びパラメータ調整方法 | |
| EP3336636A1 (en) | Machine fault modelling | |
| CN102112933A (zh) | 异常检测方法及系统 | |
| CN107710089B (zh) | 工厂设备诊断装置以及工厂设备诊断方法 | |
| JP5150590B2 (ja) | 異常診断装置及び異常診断方法 | |
| US12234740B2 (en) | Training of machine learning models for data-driven decision-making | |
| JP6830414B2 (ja) | 診断装置及び診断方法 | |
| JP6685124B2 (ja) | 診断装置及び診断方法 | |
| CN109308484A (zh) | 航空发动机多类故障最小风险诊断方法及装置 | |
| Wang et al. | An intelligent process fault diagnosis system integrating Andrews plot, PCA and neural networks | |
| CN111108455A (zh) | 数据分类装置 |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant |