CN101681163B - 使用模式规则的机器状态监控 - Google Patents
使用模式规则的机器状态监控 Download PDFInfo
- Publication number
- CN101681163B CN101681163B CN200880011864.6A CN200880011864A CN101681163B CN 101681163 B CN101681163 B CN 101681163B CN 200880011864 A CN200880011864 A CN 200880011864A CN 101681163 B CN101681163 B CN 101681163B
- Authority
- CN
- China
- Prior art keywords
- signal
- machine
- condition
- pattern
- rule
- 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
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
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
- G05B23/0229—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions knowledge based, e.g. expert systems; genetic algorithms
Landscapes
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Testing And Monitoring For Control Systems (AREA)
Abstract
Description
Claims (8)
Applications Claiming Priority (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US91157707P | 2007-04-13 | 2007-04-13 | |
US60/911,577 | 2007-04-13 | ||
US12/077,279 | 2008-03-18 | ||
US12/077,279 US20080255773A1 (en) | 2007-04-13 | 2008-03-18 | Machine condition monitoring using pattern rules |
PCT/US2008/003642 WO2008127535A1 (en) | 2007-04-13 | 2008-03-20 | Machine condition monitoring using pattern rules |
Publications (2)
Publication Number | Publication Date |
---|---|
CN101681163A CN101681163A (zh) | 2010-03-24 |
CN101681163B true CN101681163B (zh) | 2015-02-25 |
Family
ID=39854506
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN200880011864.6A Active CN101681163B (zh) | 2007-04-13 | 2008-03-20 | 使用模式规则的机器状态监控 |
Country Status (4)
Country | Link |
---|---|
US (1) | US20080255773A1 (zh) |
EP (1) | EP2135144B1 (zh) |
CN (1) | CN101681163B (zh) |
WO (1) | WO2008127535A1 (zh) |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8112381B2 (en) * | 2007-11-02 | 2012-02-07 | Siemens Corporation | Multivariate analysis of wireless sensor network data for machine condition monitoring |
US8489363B2 (en) * | 2010-09-28 | 2013-07-16 | General Electric Company | Monitoring and diagnosing generator operation |
US8849472B2 (en) * | 2011-02-02 | 2014-09-30 | Inscope Energy, Llc | Effectuating energization and deactivation of particular circuits through rules-based smart nodes |
DE102012001083A1 (de) * | 2012-01-20 | 2013-07-25 | Heidelberger Druckmaschinen Ag | Dynamisches Logfile |
US20140244192A1 (en) * | 2013-02-25 | 2014-08-28 | Inscope Energy, Llc | System and method for providing monitoring of industrial equipment |
US10205733B1 (en) * | 2015-06-17 | 2019-02-12 | Mission Secure, Inc. | Cyber signal isolator |
US10250619B1 (en) | 2015-06-17 | 2019-04-02 | Mission Secure, Inc. | Overlay cyber security networked system and method |
JP7101131B2 (ja) * | 2019-01-31 | 2022-07-14 | ファナック株式会社 | 数値制御システム |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5210704A (en) * | 1990-10-02 | 1993-05-11 | Technology International Incorporated | System for prognosis and diagnostics of failure and wearout monitoring and for prediction of life expectancy of helicopter gearboxes and other rotating equipment |
CN1552020A (zh) * | 2001-07-05 | 2004-12-01 | �����ɷ� | 用于在集群式消息传递服务器中在节点故障以及网络划分期间确保操作的方法 |
Family Cites Families (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPS56130634A (en) * | 1980-03-19 | 1981-10-13 | Hitachi Ltd | Method and device for monitoring oscillation of rotary machine |
US4348553A (en) * | 1980-07-02 | 1982-09-07 | International Business Machines Corporation | Parallel pattern verifier with dynamic time warping |
US5041976A (en) * | 1989-05-18 | 1991-08-20 | Ford Motor Company | Diagnostic system using pattern recognition for electronic automotive control systems |
US5566092A (en) * | 1993-12-30 | 1996-10-15 | Caterpillar Inc. | Machine fault diagnostics system and method |
WO1996007095A1 (en) * | 1994-08-31 | 1996-03-07 | Honeywell Inc. | Remote self-powered structure monitor |
US6105015A (en) * | 1997-02-03 | 2000-08-15 | The United States Of America As Represented By The Secretary Of The Navy | Wavelet-based hybrid neurosystem for classifying a signal or an image represented by the signal in a data system |
US6484109B1 (en) * | 1998-05-20 | 2002-11-19 | Dli Engineering Coporation | Diagnostic vibration data collector and analyzer |
US6539343B2 (en) * | 2000-02-03 | 2003-03-25 | Xerox Corporation | Methods for condition monitoring and system-level diagnosis of electro-mechanical systems with multiple actuating components operating in multiple regimes |
US6816816B2 (en) * | 2003-02-12 | 2004-11-09 | Bently Nevada, Llc | Transducer fault detection system using slew rate measurements: apparatus and method |
-
2008
- 2008-03-18 US US12/077,279 patent/US20080255773A1/en not_active Abandoned
- 2008-03-20 EP EP08742146.7A patent/EP2135144B1/en active Active
- 2008-03-20 WO PCT/US2008/003642 patent/WO2008127535A1/en active Application Filing
- 2008-03-20 CN CN200880011864.6A patent/CN101681163B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5210704A (en) * | 1990-10-02 | 1993-05-11 | Technology International Incorporated | System for prognosis and diagnostics of failure and wearout monitoring and for prediction of life expectancy of helicopter gearboxes and other rotating equipment |
CN1552020A (zh) * | 2001-07-05 | 2004-12-01 | �����ɷ� | 用于在集群式消息传递服务器中在节点故障以及网络划分期间确保操作的方法 |
Also Published As
Publication number | Publication date |
---|---|
EP2135144A1 (en) | 2009-12-23 |
CN101681163A (zh) | 2010-03-24 |
WO2008127535A1 (en) | 2008-10-23 |
EP2135144B1 (en) | 2020-08-26 |
US20080255773A1 (en) | 2008-10-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN101681163B (zh) | 使用模式规则的机器状态监控 | |
Cakir et al. | The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system | |
Zhao et al. | Condition-driven data analytics and monitoring for wide-range nonstationary and transient continuous processes | |
US9122273B2 (en) | Failure cause diagnosis system and method | |
Zhang et al. | A wavelet-based approach to abrupt fault detection and diagnosis of sensors | |
Roy et al. | Security and discoverability of spread dynamics in cyber-physical networks | |
US10783248B2 (en) | Determining an aspect of behavior of an embedded device such as, for example, detecting unauthorized modifications of the code and/or behavior of an embedded device | |
CN111459700A (zh) | 设备故障的诊断方法、诊断装置、诊断设备及存储介质 | |
JP2008536219A (ja) | 診断及び予知方法並びにシステム | |
JP2009289262A (ja) | 資産システムの高性能条件監視のためのシステムおよび方法 | |
US8560279B2 (en) | Method of determining the influence of a variable in a phenomenon | |
US8086640B2 (en) | System and method for improving data coverage in modeling systems | |
Raja et al. | Combined analysis of support vector machine and principle component analysis for IDS | |
US20200319626A1 (en) | Method and apparatus for monitoring the state of a device in a process industry and medium | |
CN101657770B (zh) | 使用间断检测的机器状况监测 | |
CN111626360B (zh) | 用于检测锅炉故障类型的方法、装置、设备和存储介质 | |
JPWO2016038803A1 (ja) | 情報処理装置、情報処理方法、及び、記録媒体 | |
Brodie et al. | Active probing strategies for problem diagnosis in distributed systems | |
Frank et al. | Extracting operating modes from building electrical load data | |
CN109643484A (zh) | 在预警系统中考虑外部影响来学习最新数据的方法以及用于该方法的系统 | |
Jiang et al. | Comparison of KPI related fault detection algorithms using a newly developed MATLAB toolbox: DB-KIT | |
Liu et al. | Lp-explain: Local pictorial explanation for outliers | |
RU105042U1 (ru) | Система мониторинга работы пользователей с информационными ресурсами корпоративной компьютерной сети на основе моделирования поведения пользователей с целью поиска аномалий и изменений в работе | |
US10372719B2 (en) | Episode mining device, method and non-transitory computer readable medium of the same | |
Han et al. | Sensing statistical primary network patterns via Bayesian network structure learning |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
ASS | Succession or assignment of patent right |
Owner name: SIEMENS AKTIENGESELLSCHAFT Free format text: FORMER OWNER: SIEMENS CORPORATE RESEARCH, INC. Effective date: 20100727 |
|
C41 | Transfer of patent application or patent right or utility model | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20100727 Address after: new jersey Applicant after: Siemens AG Co-applicant after: Siemens AG Address before: new jersey Applicant before: Siemens Corporate Research, Inc. Co-applicant before: Siemens AG |
|
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20200416 Address after: Munich, Germany Patentee after: SIEMENS AG Address before: new jersey Co-patentee before: SIEMENS AG Patentee before: SIEMENS AG |