ATE445870T1 - Verwendung von sequentiellem clustering zur instanzenauswahl bei der maschinenzustandsüberwachung - Google Patents
Verwendung von sequentiellem clustering zur instanzenauswahl bei der maschinenzustandsüberwachungInfo
- Publication number
- ATE445870T1 ATE445870T1 AT06838989T AT06838989T ATE445870T1 AT E445870 T1 ATE445870 T1 AT E445870T1 AT 06838989 T AT06838989 T AT 06838989T AT 06838989 T AT06838989 T AT 06838989T AT E445870 T1 ATE445870 T1 AT E445870T1
- Authority
- AT
- Austria
- Prior art keywords
- status monitoring
- machine status
- sequential clustering
- instance selection
- representative
- Prior art date
Links
- 238000012544 monitoring process Methods 0.000 title abstract 2
- 238000000034 method Methods 0.000 abstract 3
- 238000013179 statistical model Methods 0.000 abstract 1
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
- 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
- G05B23/0248—Causal models, e.g. fault tree; digraphs; qualitative physics
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Automation & Control Theory (AREA)
- Theoretical Computer Science (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Computational Biology (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Alarm Systems (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US74250505P | 2005-12-05 | 2005-12-05 | |
US56580506A | 2006-12-01 | 2006-12-01 | |
PCT/US2006/046361 WO2007067521A1 (en) | 2005-12-05 | 2006-12-05 | Use of sequential clustering for instance selection in machine condition monitoring |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE445870T1 true ATE445870T1 (de) | 2009-10-15 |
Family
ID=37814409
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT06838989T ATE445870T1 (de) | 2005-12-05 | 2006-12-05 | Verwendung von sequentiellem clustering zur instanzenauswahl bei der maschinenzustandsüberwachung |
Country Status (6)
Country | Link |
---|---|
US (1) | US7716152B2 (de) |
EP (1) | EP1958034B1 (de) |
AT (1) | ATE445870T1 (de) |
DE (1) | DE602006009839D1 (de) |
ES (1) | ES2332741T3 (de) |
WO (1) | WO2007067521A1 (de) |
Families Citing this family (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8650137B2 (en) * | 2008-10-20 | 2014-02-11 | Siemens Corporation | Method and apparatus for creating state estimation models in machine condition monitoring |
CN103518387A (zh) | 2011-04-12 | 2014-01-15 | 汤姆逊许可公司 | 编码网格模型的方法、已编码网格模型和解码网格模型的方法 |
US8988238B2 (en) | 2012-08-21 | 2015-03-24 | General Electric Company | Change detection system using frequency analysis and method |
CN105825228B (zh) * | 2016-03-14 | 2019-04-30 | 百度在线网络技术(北京)有限公司 | 图像识别方法及装置 |
WO2018140337A1 (en) * | 2017-01-26 | 2018-08-02 | Siemens Aktiengesellschaft | A unifying semi-supervised approach for machine condition monitoring and fault diagnosis |
DE102018205660A1 (de) * | 2018-04-13 | 2019-10-17 | Siemens Aktiengesellschaft | Simulieren von statistisch modellierten Sensordaten |
US20220004176A1 (en) * | 2018-10-01 | 2022-01-06 | Abb Schweiz Ag | Method and control system for detecting condition of plurality of process equipment in industrial plant |
US11651276B2 (en) | 2019-10-31 | 2023-05-16 | International Business Machines Corporation | Artificial intelligence transparency |
CN111177301B (zh) * | 2019-11-26 | 2023-05-26 | 云南电网有限责任公司昆明供电局 | 一种关键信息识别提取方法及系统 |
CN111488829A (zh) * | 2020-04-10 | 2020-08-04 | 广东电网有限责任公司江门供电局 | 杆塔巡检照片分类方法、装置、电子设备以及存储介质 |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6052485A (en) * | 1997-02-03 | 2000-04-18 | The United States Of America As Represented By The Secretary Of The Navy | Fractal features used with nearest neighbor clustering for identifying clutter in sonar images |
US7233692B2 (en) * | 2002-11-14 | 2007-06-19 | Lockheed Martin Corporation | Method and computer program product for identifying output classes with multi-modal dispersion in feature space and incorporating multi-modal structure into a pattern recognition system |
US7769561B2 (en) * | 2005-12-01 | 2010-08-03 | Siemens Corporation | Robust sensor correlation analysis for machine condition monitoring |
US7567878B2 (en) * | 2005-12-07 | 2009-07-28 | Siemens Corporate Research, Inc. | Evaluating anomaly for one class classifiers in machine condition monitoring |
US7958062B2 (en) * | 2006-05-31 | 2011-06-07 | Lockheed Martin Corporation | Method and system of creating health operating envelope for dynamic systems by unsupervised learning of a sequence of discrete event codes |
-
2006
- 2006-12-05 ES ES06838989T patent/ES2332741T3/es active Active
- 2006-12-05 WO PCT/US2006/046361 patent/WO2007067521A1/en active Application Filing
- 2006-12-05 EP EP06838989A patent/EP1958034B1/de not_active Not-in-force
- 2006-12-05 DE DE602006009839T patent/DE602006009839D1/de active Active
- 2006-12-05 AT AT06838989T patent/ATE445870T1/de active
-
2008
- 2008-03-14 US US12/048,381 patent/US7716152B2/en not_active Expired - Fee Related
Also Published As
Publication number | Publication date |
---|---|
US20090043536A1 (en) | 2009-02-12 |
ES2332741T3 (es) | 2010-02-11 |
US7716152B2 (en) | 2010-05-11 |
EP1958034A1 (de) | 2008-08-20 |
WO2007067521A1 (en) | 2007-06-14 |
DE602006009839D1 (de) | 2009-11-26 |
EP1958034B1 (de) | 2009-10-14 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
ATE445870T1 (de) | Verwendung von sequentiellem clustering zur instanzenauswahl bei der maschinenzustandsüberwachung | |
DE602006002489D1 (de) | Verfahren zur erleichterung eines bohrlochbetriebes | |
WO2019133928A8 (en) | Hierarchical, parallel models for extracting in real time high-value information from data streams and system and method for creation of same | |
WO2007084374A3 (en) | Random forest modeling of cellular phenotypes | |
CN102629904B (zh) | 一种网络水军的探测与判定方法 | |
ATE392651T1 (de) | Verfahren zur computergestützten simulation einer maschinenanordnung, simulationseinrichtung, computerlesbares speichermedium und computerprogramm-element | |
ATE540421T1 (de) | Methode zum analysieren von massenspektren | |
DK1747540T3 (da) | Fremgangsmåde til genkendelse og overvågning af fiberholdige medier, samt anvendelse af fremgangsmåden indenfor informationsteknologien | |
WO2008097552A3 (en) | System and method for cell analysis in microscopy | |
WO2011031328A3 (en) | Systems and methods for management of projects for development of embedded systems | |
EA200800442A2 (ru) | Система и способ оптимизации животноводческого производства с использованием данных о генотипе | |
SE0702459L (sv) | Diagnostisk och i prognostisk metod samt tillhörande system | |
WO2005111611A3 (en) | Methods and apparatus for facilitating analysis of large data sets | |
CN104317894B (zh) | 样本标注的确定方法和装置 | |
WO2010141270A3 (en) | Systems and methods to summarize transaction data | |
WO2009078096A1 (ja) | 二クラス分類予測モデルの作成方法、分類予測モデル作成のためのプログラムおよび二クラス分類予測モデルの作成装置 | |
WO2006023744A3 (en) | Methods and apparatus for local outlier detection | |
ATE482387T1 (de) | Verfahren und system zur überwachung der eigenschaften von musterstrukturen | |
WO2009086427A8 (en) | Systems and methods for workflow processing | |
WO2006096583A3 (en) | Methods and apparatus for providing decision support | |
SE0502108L (sv) | Förfarande för klassificering av växtembryon genom användning av straffad logistisk regression | |
TW200732874A (en) | Method and apparatus for classifying manufacturing outputs | |
EP1727066A3 (de) | Netzwerkbasierte Methoden zur Identifizierung signifikanter Moleküle auf Basis von Datenanalyse mit hoher Durchlaufleistung | |
WO2010053868A3 (en) | Multidimensional particle analysis data cluster reconstruction | |
BRPI0517775A (pt) | identificador do tipo modem dsl; controlador para um sistema dsl; métodos de identificar um modem do tipo dsl e produto de programa computacional |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
UEP | Publication of translation of european patent specification |
Ref document number: 1958034 Country of ref document: EP |
|
EEIH | Change in the person of patent owner |