DE4436658B4 - Vorrichtung und Verfahren zur Störungsuntersuchung - Google Patents
Vorrichtung und Verfahren zur Störungsuntersuchung Download PDFInfo
- Publication number
- DE4436658B4 DE4436658B4 DE4436658A DE4436658A DE4436658B4 DE 4436658 B4 DE4436658 B4 DE 4436658B4 DE 4436658 A DE4436658 A DE 4436658A DE 4436658 A DE4436658 A DE 4436658A DE 4436658 B4 DE4436658 B4 DE 4436658B4
- Authority
- DE
- Germany
- Prior art keywords
- sensors
- quantification
- group
- deviation
- operating signals
- 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.)
- Expired - Fee Related
Links
- 238000000034 method Methods 0.000 title claims description 52
- 238000013024 troubleshooting Methods 0.000 title description 2
- 238000011002 quantification Methods 0.000 claims abstract description 71
- 239000013598 vector Substances 0.000 claims abstract description 56
- 210000000225 synapse Anatomy 0.000 claims abstract description 29
- 238000011835 investigation Methods 0.000 claims abstract description 27
- 238000011156 evaluation Methods 0.000 claims abstract description 11
- 210000002569 neuron Anatomy 0.000 claims description 26
- 238000012545 processing Methods 0.000 claims description 23
- 238000012360 testing method Methods 0.000 claims description 5
- 230000015572 biosynthetic process Effects 0.000 claims description 2
- 238000007689 inspection Methods 0.000 claims description 2
- 230000008569 process Effects 0.000 description 18
- 230000000875 corresponding effect Effects 0.000 description 12
- 238000013500 data storage Methods 0.000 description 8
- 230000007257 malfunction Effects 0.000 description 7
- 238000005259 measurement Methods 0.000 description 6
- 238000013528 artificial neural network Methods 0.000 description 4
- 238000010276 construction Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 230000002596 correlated effect Effects 0.000 description 3
- 238000001514 detection method Methods 0.000 description 3
- 238000003745 diagnosis Methods 0.000 description 3
- 230000032683 aging Effects 0.000 description 2
- 230000007423 decrease Effects 0.000 description 2
- 230000004807 localization Effects 0.000 description 2
- 238000012544 monitoring process Methods 0.000 description 2
- 210000000056 organ Anatomy 0.000 description 2
- TVEXGJYMHHTVKP-UHFFFAOYSA-N 6-oxabicyclo[3.2.1]oct-3-en-7-one Chemical group C1C2C(=O)OC1C=CC2 TVEXGJYMHHTVKP-UHFFFAOYSA-N 0.000 description 1
- 229910000831 Steel Inorganic materials 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000005856 abnormality Effects 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000001276 controlling effect Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 230000005284 excitation Effects 0.000 description 1
- 210000002364 input neuron Anatomy 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 238000002844 melting Methods 0.000 description 1
- 230000008018 melting Effects 0.000 description 1
- 238000011158 quantitative evaluation Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 230000009131 signaling function Effects 0.000 description 1
- 239000010959 steel Substances 0.000 description 1
- 238000003786 synthesis reaction Methods 0.000 description 1
- 238000002560 therapeutic procedure Methods 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 238000010200 validation analysis Methods 0.000 description 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
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C3/00—Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
-
- 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
- G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Testing Or Calibration Of Command Recording Devices (AREA)
- Testing Electric Properties And Detecting Electric Faults (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP25546293A JP3221184B2 (ja) | 1993-10-13 | 1993-10-13 | 故障診断装置および方法 |
| JP5-255462 | 1993-10-13 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| DE4436658A1 DE4436658A1 (de) | 1995-04-20 |
| DE4436658B4 true DE4436658B4 (de) | 2004-02-12 |
Family
ID=17279105
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| DE4436658A Expired - Fee Related DE4436658B4 (de) | 1993-10-13 | 1994-10-13 | Vorrichtung und Verfahren zur Störungsuntersuchung |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US5548597A (https=) |
| JP (1) | JP3221184B2 (https=) |
| KR (1) | KR0172982B1 (https=) |
| CN (1) | CN1047446C (https=) |
| DE (1) | DE4436658B4 (https=) |
| TW (1) | TW275676B (https=) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102538859A (zh) * | 2011-05-19 | 2012-07-04 | 广东迅通科技股份有限公司 | 多类传感器的监测处理方法 |
| DE102012112782A1 (de) * | 2012-12-20 | 2014-06-26 | Endress + Hauser Conducta Gesellschaft für Mess- und Regeltechnik mbH + Co. KG | Verfahren und Vorrichtung zur Bestimmung eines Zustands eines in einem Prozessbehälter integrierten Messaufnehmers |
| EP4237908A4 (en) * | 2020-10-27 | 2024-10-02 | View, Inc. | FAILURE PREDICTION OF AT LEAST ONE SOLID WINDOW |
| US12271868B2 (en) | 2018-08-15 | 2025-04-08 | View Operating Corporation | Failure prediction of at least one tintable window |
| US12345568B2 (en) | 2012-04-13 | 2025-07-01 | View Operating Corporation | Predictive modeling for tintable windows |
Families Citing this family (65)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5928229A (en) | 1993-11-08 | 1999-07-27 | Rita Medical Systems, Inc. | Tumor ablation apparatus |
| US6958062B1 (en) | 1993-11-08 | 2005-10-25 | Rita Medical Systems, Inc. | Multiple antenna ablation apparatus and method |
| US5599346A (en) * | 1993-11-08 | 1997-02-04 | Zomed International, Inc. | RF treatment system |
| US6071280A (en) | 1993-11-08 | 2000-06-06 | Rita Medical Systems, Inc. | Multiple electrode ablation apparatus |
| ES2140881T3 (es) * | 1995-08-09 | 2000-03-01 | Siemens Ag | Sistema de analisis para una instalacion tecnica, especialmente para una central electrica. |
| ES2132939T3 (es) * | 1995-08-09 | 1999-08-16 | Siemens Ag | Procedimiento de analisis de senales de proceso de una instalacion tecnica, especialmente de una central electrica |
| US5680409A (en) * | 1995-08-11 | 1997-10-21 | Fisher-Rosemount Systems, Inc. | Method and apparatus for detecting and identifying faulty sensors in a process |
| US6132425A (en) | 1995-08-15 | 2000-10-17 | Gough; Edward J. | Cell necrosis apparatus |
| US6059780A (en) | 1995-08-15 | 2000-05-09 | Rita Medical Systems, Inc. | Multiple antenna ablation apparatus and method with cooling element |
| US5980517A (en) | 1995-08-15 | 1999-11-09 | Rita Medical Systems, Inc. | Cell necrosis apparatus |
| US5913855A (en) | 1995-08-15 | 1999-06-22 | Rita Medical Systems, Inc. | Multiple antenna ablation apparatus and method |
| US5951547A (en) | 1995-08-15 | 1999-09-14 | Rita Medical Systems, Inc. | Multiple antenna ablation apparatus and method |
| US6090105A (en) | 1995-08-15 | 2000-07-18 | Rita Medical Systems, Inc. | Multiple electrode ablation apparatus and method |
| US6080150A (en) | 1995-08-15 | 2000-06-27 | Rita Medical Systems, Inc. | Cell necrosis apparatus |
| US5925042A (en) | 1995-08-15 | 1999-07-20 | Rita Medical Systems, Inc. | Multiple antenna ablation apparatus and method |
| DK0795805T3 (da) * | 1996-03-14 | 2001-11-26 | Siemens Ag | Fremgangsmåde til analyse af et kraftværksanlægs meldeelementer |
| US5758064A (en) * | 1996-03-26 | 1998-05-26 | Ncr Corporation | Method of diagnosing communication problems of electronic price labels |
| DE19730259C1 (de) * | 1997-07-09 | 1999-02-04 | Siemens Ag | Verfahren und Anordnung zum Prüfen eines Doppelsensorsystems |
| DE19735010C1 (de) | 1997-08-13 | 1998-06-18 | Daimler Benz Ag | Verfahren zur Erkennung von Zündaussetzern bei einer Brennkraftmaschine mit zwei Zündkerzen pro Zylinder |
| US7269475B1 (en) * | 1998-03-02 | 2007-09-11 | Xerox Corporation | Distributed control system with global contraints for controlling object motion with smart matter |
| JP4308437B2 (ja) * | 1998-08-17 | 2009-08-05 | アスペン テクノロジー インコーポレイテッド | センサの性能確認装置および方法 |
| DE19930311C1 (de) * | 1999-07-01 | 2000-12-14 | Siemens Ag | Verfahren und Vorrichtung zum Bestimmen einer Betriebsstörung in einer Kraftstoffeinspritzanlage |
| US6453279B1 (en) * | 1999-11-05 | 2002-09-17 | The Foxboro Company | Statistical trend generator for predictive instrument maintenance |
| SE522549C2 (sv) * | 2001-03-06 | 2004-02-17 | Goalart Ab | En anordning och ett förfarande för sensoranalys av en flödesprocess, för att detektera felaktiga larm och indikera larmsignalers tillförlitlighet till en operatör |
| JP4071449B2 (ja) * | 2001-03-27 | 2008-04-02 | 株式会社東芝 | センサ異常検出方法及びセンサ異常検出装置 |
| CN1316324C (zh) * | 2001-04-26 | 2007-05-16 | Abb股份有限公司 | 石油和天然气生产系统中检测和校正传感器故障的方法 |
| US7152068B2 (en) * | 2001-12-21 | 2006-12-19 | Honeywell International Inc. | Method and apparatus for retrieving time series data related to an activity |
| US7093168B2 (en) * | 2002-01-22 | 2006-08-15 | Honeywell International, Inc. | Signal validation and arbitration system and method |
| GB0307406D0 (en) * | 2003-03-31 | 2003-05-07 | British Telecomm | Data analysis system and method |
| US7451003B2 (en) * | 2004-03-04 | 2008-11-11 | Falconeer Technologies Llc | Method and system of monitoring, sensor validation and predictive fault analysis |
| US7162393B1 (en) * | 2005-09-01 | 2007-01-09 | Sun Microsystems, Inc. | Detecting degradation of components during reliability-evaluation studies |
| US7231291B2 (en) * | 2005-09-15 | 2007-06-12 | Cummins, Inc. | Apparatus, system, and method for providing combined sensor and estimated feedback |
| JP2008097363A (ja) * | 2006-10-12 | 2008-04-24 | Okuma Corp | 異常診断方法及びその装置 |
| JP4582192B2 (ja) * | 2008-05-20 | 2010-11-17 | トヨタ自動車株式会社 | 車両故障解析システム、車両故障解析装置、車両故障解析方法 |
| JP5363927B2 (ja) | 2009-09-07 | 2013-12-11 | 株式会社日立製作所 | 異常検知・診断方法、異常検知・診断システム、及び異常検知・診断プログラム |
| JP5048748B2 (ja) * | 2009-12-18 | 2012-10-17 | 三菱電機株式会社 | 試験テーブル生成装置及び試験テーブル生成方法 |
| DE102010009518B4 (de) * | 2010-02-26 | 2015-03-26 | Audi Ag | Messvorrichtung und Verfahren zu deren Kalibrierung |
| US9298182B2 (en) * | 2011-12-15 | 2016-03-29 | Xeonet Co., Ltd | Method of displaying abnormal status in plant operation monitoring system |
| US20140039798A1 (en) * | 2012-07-31 | 2014-02-06 | Chetan K. Gupta | System and methods for grouping similar items within a set |
| WO2014091956A1 (ja) * | 2012-12-14 | 2014-06-19 | 日本電気株式会社 | 監視装置、監視方法、及びプログラム |
| JP6304767B2 (ja) * | 2012-12-14 | 2018-04-04 | 日本電気株式会社 | センサ監視装置、センサ監視方法、及びセンサ監視プログラム |
| JP6344158B2 (ja) | 2014-09-01 | 2018-06-20 | 株式会社Ihi | 故障検出装置 |
| JP6430263B2 (ja) * | 2015-01-19 | 2018-11-28 | 株式会社日立製作所 | 異常診断分析装置 |
| JP6350735B2 (ja) * | 2015-02-18 | 2018-07-04 | 東芝三菱電機産業システム株式会社 | 鉄鋼プラントアラームマネジメント装置 |
| US10747188B2 (en) | 2015-03-16 | 2020-08-18 | Nec Corporation | Information processing apparatus, information processing method, and, recording medium |
| JP5875726B1 (ja) * | 2015-06-22 | 2016-03-02 | 株式会社日立パワーソリューションズ | 異常予兆診断装置のプリプロセッサ及びその処理方法 |
| CN105067025A (zh) * | 2015-07-31 | 2015-11-18 | 西南科技大学 | 一种利用单稳系统随机共振效应检测微弱信号的方法 |
| US10866163B2 (en) | 2016-03-24 | 2020-12-15 | Mitsubishi Heavy Industries, Ltd. | Anomaly monitoring device and method for producing anomaly signs according to combinations of sensors based on relationship of sensor fluctuations |
| US10983507B2 (en) | 2016-05-09 | 2021-04-20 | Strong Force Iot Portfolio 2016, Llc | Method for data collection and frequency analysis with self-organization functionality |
| US11774944B2 (en) | 2016-05-09 | 2023-10-03 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for the industrial internet of things |
| US11327475B2 (en) | 2016-05-09 | 2022-05-10 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for intelligent collection and analysis of vehicle data |
| US10754334B2 (en) | 2016-05-09 | 2020-08-25 | Strong Force Iot Portfolio 2016, Llc | Methods and systems for industrial internet of things data collection for process adjustment in an upstream oil and gas environment |
| JP7017851B2 (ja) * | 2016-12-01 | 2022-02-09 | 住友重機械工業株式会社 | 故障診断システムおよび処理ユニット |
| AT519777B1 (de) * | 2017-03-22 | 2019-12-15 | Ait Austrian Inst Tech Gmbh | Verfahren zur Erkennung des normalen Betriebszustands eines Arbeitsprozesses |
| WO2018178082A1 (en) | 2017-03-28 | 2018-10-04 | Shell Internationale Research Maatschappij B.V. | Method, computer device and system for providing a visualization of sensor measurements |
| US11131989B2 (en) | 2017-08-02 | 2021-09-28 | Strong Force Iot Portfolio 2016, Llc | Systems and methods for data collection including pattern recognition |
| CN108489527B (zh) * | 2017-12-25 | 2020-06-16 | 渤海造船厂集团有限公司 | 船用过程参数测量柜功能插件智能校验器 |
| KR101967339B1 (ko) * | 2018-03-06 | 2019-04-09 | 단국대학교 산학협력단 | 심층학습 기반의 ａｄａｓ 센서 고장 진단 및 백업을 위한 장치 및 방법 |
| CN108593053A (zh) * | 2018-03-15 | 2018-09-28 | 上海新奥新能源技术有限公司 | 流量计量单元中仪表的故障诊断方法及装置 |
| CN109815080A (zh) * | 2018-12-14 | 2019-05-28 | 深圳壹账通智能科技有限公司 | 计算机设备的三维监控方法及其装置 |
| DE102019135483A1 (de) * | 2019-12-20 | 2021-06-24 | Trumpf Werkzeugmaschinen Gmbh + Co. Kg | Früherkennung und Reaktion auf Fehler in einer Maschine |
| US11625031B2 (en) * | 2020-11-30 | 2023-04-11 | GM Global Technology Operations LLC | Anomaly detection systems and methods |
| US11895809B2 (en) * | 2021-05-12 | 2024-02-06 | Nvidia Corporation | Intelligent leak sensor system for datacenter cooling systems |
| CN115457756B (zh) * | 2021-06-09 | 2024-07-19 | 中移系统集成有限公司 | 传感器校准的方法及装置 |
| EP4293457A1 (de) * | 2022-06-15 | 2023-12-20 | Siemens Aktiengesellschaft | Überwachungsverfahren, computerprogrammprodukt, überwachungsseinheit, gasanalysevorrichtung und verwendung einer künstlichen intelligenz |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE3505818A1 (de) * | 1985-02-20 | 1986-08-21 | Licentia Patent-Verwaltungs-Gmbh, 6000 Frankfurt | Ueberwachungs- und kontrolleinrichtung fuer schaltgeraete |
| WO1990016048A1 (en) * | 1989-06-14 | 1990-12-27 | Liszka Ludwik | A method for monitoring the operational state of a system |
| DE3929404A1 (de) * | 1989-09-05 | 1991-03-07 | Bodenseewerk Geraetetech | Verfahren und vorrichtung zum erkennen und identifizieren von fehlern an sensoren |
| DE4100501A1 (de) * | 1991-01-10 | 1992-07-16 | Bodenseewerk Geraetetech | Verfahren und einrichtung zum erkennen von fehlern an sensoren fuer zustandsgroessen |
| DE4310279A1 (de) * | 1992-03-31 | 1993-10-07 | Genshi Nenryo Kogyo | Signalverarbeitungsvorrichtung zur Auswertung von Prüfdaten |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP0369489A3 (en) * | 1988-11-18 | 1991-11-27 | Omron Corporation | Sensor controller system |
-
1993
- 1993-10-13 JP JP25546293A patent/JP3221184B2/ja not_active Expired - Lifetime
-
1994
- 1994-09-27 TW TW083108967A patent/TW275676B/zh active
- 1994-10-13 US US08/322,557 patent/US5548597A/en not_active Expired - Fee Related
- 1994-10-13 CN CN94117145A patent/CN1047446C/zh not_active Expired - Fee Related
- 1994-10-13 KR KR1019940026175A patent/KR0172982B1/ko not_active Expired - Fee Related
- 1994-10-13 DE DE4436658A patent/DE4436658B4/de not_active Expired - Fee Related
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE3505818A1 (de) * | 1985-02-20 | 1986-08-21 | Licentia Patent-Verwaltungs-Gmbh, 6000 Frankfurt | Ueberwachungs- und kontrolleinrichtung fuer schaltgeraete |
| WO1990016048A1 (en) * | 1989-06-14 | 1990-12-27 | Liszka Ludwik | A method for monitoring the operational state of a system |
| DE3929404A1 (de) * | 1989-09-05 | 1991-03-07 | Bodenseewerk Geraetetech | Verfahren und vorrichtung zum erkennen und identifizieren von fehlern an sensoren |
| DE4100501A1 (de) * | 1991-01-10 | 1992-07-16 | Bodenseewerk Geraetetech | Verfahren und einrichtung zum erkennen von fehlern an sensoren fuer zustandsgroessen |
| DE4310279A1 (de) * | 1992-03-31 | 1993-10-07 | Genshi Nenryo Kogyo | Signalverarbeitungsvorrichtung zur Auswertung von Prüfdaten |
Non-Patent Citations (5)
| Title |
|---|
| Baldeweg, F. u.a.: Zur Anwendung assoziativer Neuronennetze für die Diagnose und Therapie- steuerung, In: mst 6/89, S. 245-248 * |
| Bonfig, K. u.a.: Prozeßüberwachung und Fehlerdia- gnose an Maschinen, In: mpa 3/87, S. 134-143 * |
| REINISCH, K.: Analyse und Synthese kontinuier- licher Steuerungssysteme. VT Berlin 1979, S. 111-119 * |
| REINISCH, K.: Kybernetische Grundlagen und Be- schreibung kontinuierlicher Systeme. VT Berlin 1974, S. 138-141 * |
| SCHÖLTZEL, P.: Einführung in die Korrelations- Meßtechnik. In: Elektronik 1971, Heft 2, S. 39-42 * |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102538859A (zh) * | 2011-05-19 | 2012-07-04 | 广东迅通科技股份有限公司 | 多类传感器的监测处理方法 |
| US12345568B2 (en) | 2012-04-13 | 2025-07-01 | View Operating Corporation | Predictive modeling for tintable windows |
| DE102012112782A1 (de) * | 2012-12-20 | 2014-06-26 | Endress + Hauser Conducta Gesellschaft für Mess- und Regeltechnik mbH + Co. KG | Verfahren und Vorrichtung zur Bestimmung eines Zustands eines in einem Prozessbehälter integrierten Messaufnehmers |
| DE102012112782A8 (de) | 2012-12-20 | 2014-08-14 | Endress + Hauser Conducta Gesellschaft für Mess- und Regeltechnik mbH + Co. KG | Verfahren und Vorrichtung zur Bestimmung eines Zustands eines in einem Prozessbehälter integrierten Messaufnehmers |
| US12271868B2 (en) | 2018-08-15 | 2025-04-08 | View Operating Corporation | Failure prediction of at least one tintable window |
| EP4237908A4 (en) * | 2020-10-27 | 2024-10-02 | View, Inc. | FAILURE PREDICTION OF AT LEAST ONE SOLID WINDOW |
Also Published As
| Publication number | Publication date |
|---|---|
| KR0172982B1 (ko) | 1999-03-30 |
| TW275676B (https=) | 1996-05-11 |
| JPH07110708A (ja) | 1995-04-25 |
| DE4436658A1 (de) | 1995-04-20 |
| CN1047446C (zh) | 1999-12-15 |
| US5548597A (en) | 1996-08-20 |
| KR950012269A (ko) | 1995-05-16 |
| JP3221184B2 (ja) | 2001-10-22 |
| CN1112249A (zh) | 1995-11-22 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| DE4436658B4 (de) | Vorrichtung und Verfahren zur Störungsuntersuchung | |
| DE69324296T2 (de) | Verfahren zur Diagnose eines laufenden Prozesses | |
| DE60005861T2 (de) | Verfahren und system zur analyse von kontinuirlichen parameterdaten für diagnostik und reparaturen | |
| DE69813040T2 (de) | Verfahren und vorrichtung zur sensorbestätigung | |
| DE69723839T2 (de) | Überwachungssystem für industrielle anlage | |
| DE69910800T2 (de) | Verfahren und Vorrichtung zur Überwachung des Betriebszustandes einer einzelnen Maschine | |
| EP0789861B1 (de) | Verfahren zur analyse von prozessdaten einer technischen anlage | |
| DE4108310C2 (de) | Verarbeitungssystem für eine Wissensbank in einem Expertensystem | |
| EP0894304B1 (de) | Verfahren zur automatischen diagnose technischer systeme unter berücksichtigung eines effizienten wissenserwerbs und einer effizienten bearbeitung zur laufzeit | |
| EP0988583B1 (de) | System und verfahren zur diagnose von triebwerkszuständen | |
| DE102006008482B4 (de) | Eingangsvektorbildungsverfahren bei neuronalen Netzwerken zur Auto-Identifikation einer partiellen Entladungsquelle | |
| CH698898A2 (de) | System und Verfahren zur verbesserten Zustandsüberwachung eines Anlagensystems. | |
| DE10297009T5 (de) | Sensorfusion unter Verwendung von selbstvaluierenden Prozesssensoren | |
| EP0789864B1 (de) | Überwachungssystem für eine technische anlage | |
| EP0643345A1 (de) | Verfahren und Datenverarbeitungsanlage zur Überwachung von Betriebszuständen einer technischen Anlage | |
| DE102012110710A1 (de) | Verfahren zur Integration von Modellen eines Gesundheitsmanagementsystems für Verkehrsmittel | |
| DE10241746B4 (de) | Verfahren zur zyklischen Qualitätsbewertung und Prozessüberwachung bei periodischen Produktionsprozessen | |
| DE19537694A1 (de) | Verfahren zur Überwachung einer Maschine oder Anlage | |
| EP3282399A1 (de) | Verfahren zur verbesserten erkennung von prozessanomalien einer technischen anlage sowie entsprechendes diagnosesystem | |
| DE102019135608A1 (de) | Verfahren, Vorrichtung und System zur Detektion von anomalen Betriebszuständen eines Geräts | |
| DE112016006264T5 (de) | Anomalie-Detektionseinrichtung und Anomalie-Detektionssystem | |
| DE102017210787A1 (de) | Verfahren und Vorrichtung zum Ermitteln von Anomalien in einem Kommunikationsnetzwerk | |
| DE69208110T2 (de) | Selbstdiagnose- und Selbstreparatursystem für ein Bilderzeugungsgerät | |
| WO2010006928A1 (de) | Verfahren und vorrichtung zur überprüfung und feststellung von zuständen eines sensors | |
| DE19530647C1 (de) | Verfahren zur Aufbereitung einer Eingangsgröße für ein neuronales Netz |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| OP8 | Request for examination as to paragraph 44 patent law | ||
| 8364 | No opposition during term of opposition | ||
| 8339 | Ceased/non-payment of the annual fee |