DE69921602D1 - Auf einem multivariablen statistischen modell basierendes system zur darstellung des betriebs einer stranggiessanlage und detektion bevorstehender durchbrüche - Google Patents
Auf einem multivariablen statistischen modell basierendes system zur darstellung des betriebs einer stranggiessanlage und detektion bevorstehender durchbrücheInfo
- Publication number
- DE69921602D1 DE69921602D1 DE69921602T DE69921602T DE69921602D1 DE 69921602 D1 DE69921602 D1 DE 69921602D1 DE 69921602 T DE69921602 T DE 69921602T DE 69921602 T DE69921602 T DE 69921602T DE 69921602 D1 DE69921602 D1 DE 69921602D1
- Authority
- DE
- Germany
- Prior art keywords
- statistical model
- displaying
- continuous casting
- process parameters
- system based
- 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
- 238000013179 statistical model Methods 0.000 title abstract 3
- 238000009749 continuous casting Methods 0.000 title 1
- 238000000034 method Methods 0.000 abstract 5
- 238000005259 measurement Methods 0.000 abstract 1
- 238000012544 monitoring process Methods 0.000 abstract 1
- 239000013598 vector Substances 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
- 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
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B22—CASTING; POWDER METALLURGY
- B22D—CASTING OF METALS; CASTING OF OTHER SUBSTANCES BY THE SAME PROCESSES OR DEVICES
- B22D11/00—Continuous casting of metals, i.e. casting in indefinite lengths
- B22D11/16—Controlling or regulating processes or operations
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- General Physics & Mathematics (AREA)
- Artificial Intelligence (AREA)
- Mechanical Engineering (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Continuous Casting (AREA)
- Measuring Temperature Or Quantity Of Heat (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Pharmaceuticals Containing Other Organic And Inorganic Compounds (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US9358398P | 1998-07-21 | 1998-07-21 | |
US93583P | 1998-07-21 | ||
PCT/CA1999/000647 WO2000005013A1 (en) | 1998-07-21 | 1999-07-20 | Multivariate statistical model-based system for monitoring the operation of a continuous caster and detecting the onset of impending breakouts |
Publications (2)
Publication Number | Publication Date |
---|---|
DE69921602D1 true DE69921602D1 (de) | 2004-12-09 |
DE69921602T2 DE69921602T2 (de) | 2005-12-01 |
Family
ID=22239727
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE69921602T Expired - Fee Related DE69921602T2 (de) | 1998-07-21 | 1999-07-20 | Auf einem multivariablen statistischen modell basierendes system zur darstellung des betriebs einer stranggiessanlage und detektion bevorstehender durchbrüche |
Country Status (9)
Country | Link |
---|---|
US (1) | US6564119B1 (de) |
EP (1) | EP1021263B1 (de) |
JP (1) | JP2002521201A (de) |
AT (1) | ATE281260T1 (de) |
AU (1) | AU747265B2 (de) |
CA (1) | CA2301829C (de) |
DE (1) | DE69921602T2 (de) |
MX (1) | MXPA00002784A (de) |
WO (1) | WO2000005013A1 (de) |
Families Citing this family (60)
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US7433743B2 (en) * | 2001-05-25 | 2008-10-07 | Imperial College Innovations, Ltd. | Process control using co-ordinate space |
JP2004047885A (ja) * | 2002-07-15 | 2004-02-12 | Matsushita Electric Ind Co Ltd | 半導体製造装置のモニタリングシステム及びモニタリング方法 |
CA2414167A1 (en) | 2002-12-12 | 2004-06-12 | Dofasco Inc. | Method and online system for monitoring continuous caster start-up operation and predicting start cast breakouts |
CN100419983C (zh) * | 2003-05-16 | 2008-09-17 | 东京毅力科创株式会社 | 处理系统健康指数及其使用方法 |
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US7799273B2 (en) | 2004-05-06 | 2010-09-21 | Smp Logic Systems Llc | Manufacturing execution system for validation, quality and risk assessment and monitoring of pharmaceutical manufacturing processes |
US7444197B2 (en) | 2004-05-06 | 2008-10-28 | Smp Logic Systems Llc | Methods, systems, and software program for validation and monitoring of pharmaceutical manufacturing processes |
US6885907B1 (en) * | 2004-05-27 | 2005-04-26 | Dofasco Inc. | Real-time system and method of monitoring transient operations in continuous casting process for breakout prevention |
CA2469975C (en) * | 2004-06-04 | 2013-09-17 | Falconbridge Limited | System and method for furnace monitoring and control |
US20060047351A1 (en) * | 2004-08-27 | 2006-03-02 | Alan Hugo | Process controller output and alarm setting evaluation |
US7349746B2 (en) | 2004-09-10 | 2008-03-25 | Exxonmobil Research And Engineering Company | System and method for abnormal event detection in the operation of continuous industrial processes |
US7424395B2 (en) * | 2004-09-10 | 2008-09-09 | Exxonmobil Research And Engineering Company | Application of abnormal event detection technology to olefins recovery trains |
US7567887B2 (en) * | 2004-09-10 | 2009-07-28 | Exxonmobil Research And Engineering Company | Application of abnormal event detection technology to fluidized catalytic cracking unit |
US20060074598A1 (en) * | 2004-09-10 | 2006-04-06 | Emigholz Kenneth F | Application of abnormal event detection technology to hydrocracking units |
JP2008535123A (ja) * | 2005-04-04 | 2008-08-28 | フィッシャー−ローズマウント システムズ, インコーポレイテッド | 工業用プロセス制御システムにおける診断システムおよび方法 |
EP1907908A2 (de) * | 2005-07-07 | 2008-04-09 | MKS Instruments, Inc. | Selbstkorrigierende mehrvariablenanalyse zur verwendung bei der überwachung dynamischer parameter in prozessumgebungen |
CN100402190C (zh) * | 2005-11-03 | 2008-07-16 | 上海梅山钢铁股份有限公司 | 一种连铸坯表面目标温度监控分析方法及其装置 |
DE102006002602A1 (de) | 2006-01-13 | 2007-07-19 | Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. | Kalibrierungsverfahren und Kalibrierungssystem |
EP1979794A4 (de) * | 2006-02-03 | 2010-03-17 | Rech 2000 Inc | Intelligentes überwachungssystem und verfahren zum aufbau prädiktiver modelle und zum detektieren von anomalien |
US7761172B2 (en) * | 2006-03-21 | 2010-07-20 | Exxonmobil Research And Engineering Company | Application of abnormal event detection (AED) technology to polymers |
US7720641B2 (en) * | 2006-04-21 | 2010-05-18 | Exxonmobil Research And Engineering Company | Application of abnormal event detection technology to delayed coking unit |
WO2008042758A2 (en) * | 2006-09-29 | 2008-04-10 | Fisher-Rosemount Systems, Inc. | Multivariate monitoring and diagnostics of process variable data |
WO2008042739A2 (en) * | 2006-09-29 | 2008-04-10 | Fisher-Rosemount Systems, Inc. | On-line monitoring and diagnostics of a process using multivariate statistical analysis |
US7917240B2 (en) * | 2006-09-29 | 2011-03-29 | Fisher-Rosemount Systems, Inc. | Univariate method for monitoring and analysis of multivariate data |
WO2008133715A2 (en) * | 2006-11-03 | 2008-11-06 | Air Products And Chemicals, Inc. | System and method for process monitoring |
US7680553B2 (en) * | 2007-03-08 | 2010-03-16 | Smp Logic Systems Llc | Methods of interfacing nanomaterials for the monitoring and execution of pharmaceutical manufacturing processes |
US8271103B2 (en) | 2007-05-02 | 2012-09-18 | Mks Instruments, Inc. | Automated model building and model updating |
CN101332499B (zh) * | 2007-06-28 | 2011-01-19 | 上海梅山钢铁股份有限公司 | 一种板坯连铸漏钢预报控制方法 |
US8378816B2 (en) * | 2007-07-17 | 2013-02-19 | Clemson University | System and method to assess signal similarity with applications to diagnostics and prognostics |
CN101344460B (zh) * | 2007-08-10 | 2010-05-19 | 上海海事大学 | 水下机器人传感器故障诊断方法及系统 |
EP2179338A1 (de) * | 2007-08-14 | 2010-04-28 | Shell Internationale Research Maatschappij B.V. | System und verfahren für kontinuierliche online-überwachung einer chemischen anlage oder raffinerie |
GB0717991D0 (en) | 2007-09-15 | 2007-10-24 | Curvaceous Software Ltd | Multi-variable operations |
DE102008028481B4 (de) | 2008-06-13 | 2022-12-08 | Sms Group Gmbh | Verfahren zur Vorhersage der Entstehung von Längsrissen beim Stranggießen |
US8494798B2 (en) * | 2008-09-02 | 2013-07-23 | Mks Instruments, Inc. | Automated model building and batch model building for a manufacturing process, process monitoring, and fault detection |
US8090676B2 (en) * | 2008-09-11 | 2012-01-03 | Honeywell International Inc. | Systems and methods for real time classification and performance monitoring of batch processes |
CN102216003A (zh) * | 2008-11-04 | 2011-10-12 | Sms西马格股份公司 | 用于在起动铸造过程时控制铸坯铸造设备中的铸坯的凝固的方法和装置 |
WO2010075166A1 (en) | 2008-12-23 | 2010-07-01 | Shell Oil Company | System and method for monitoring an industrial production process |
US9069345B2 (en) * | 2009-01-23 | 2015-06-30 | Mks Instruments, Inc. | Controlling a manufacturing process with a multivariate model |
EP2526524A4 (de) * | 2010-01-21 | 2014-08-13 | Asthma Signals Inc | Frühwarnverfahren und -system zur verwaltung chronischer erkrankungen |
TWI405627B (zh) * | 2010-05-07 | 2013-08-21 | China Steel Corp | Casting abnormal monitoring method |
US8862250B2 (en) | 2010-05-07 | 2014-10-14 | Exxonmobil Research And Engineering Company | Integrated expert system for identifying abnormal events in an industrial plant |
EP2453330A1 (de) * | 2010-11-13 | 2012-05-16 | ABB Technology AG | Intelligente Visualisierung der Überwachung von Prozess- und/oder Anlagegrössen |
US8855804B2 (en) | 2010-11-16 | 2014-10-07 | Mks Instruments, Inc. | Controlling a discrete-type manufacturing process with a multivariate model |
US9429939B2 (en) | 2012-04-06 | 2016-08-30 | Mks Instruments, Inc. | Multivariate monitoring of a batch manufacturing process |
US9541471B2 (en) | 2012-04-06 | 2017-01-10 | Mks Instruments, Inc. | Multivariate prediction of a batch manufacturing process |
CN103984324B (zh) * | 2014-05-26 | 2017-01-18 | 中冶南方工程技术有限公司 | 一种基于启发式算法簇的炼钢连铸动态调度方法 |
FR3023628A1 (fr) | 2014-07-10 | 2016-01-15 | Airbus Helicopters | Procede et systeme de fusion d'indicateurs de surveillance d'un dispositif |
WO2016116896A1 (en) * | 2015-01-24 | 2016-07-28 | Abb Technology Ltd. | A method for controlling a process plant using transition data |
US10228685B2 (en) * | 2015-10-22 | 2019-03-12 | Globalfoundries Inc. | Use of multivariate models to control manufacturing operations |
KR102384742B1 (ko) * | 2015-10-27 | 2022-04-07 | 삼성에스디에스 주식회사 | 센서 데이터를 이용한 이상 감지 장치 및 방법 |
WO2018009733A1 (en) * | 2016-07-07 | 2018-01-11 | Aspen Technology, Inc. | Computer system and method for monitoring key performance indicators (kpis) online using time series pattern model |
EP3270243B1 (de) * | 2016-07-13 | 2019-10-23 | Yokogawa Electric Corporation | Verfahren und systeme zur kontextbasierten bedienerunterstützung für steuerungssysteme |
US10712733B2 (en) * | 2016-12-12 | 2020-07-14 | Mitsubishi Electric Research Laboratories, Inc. | Methods and systems for discovery of prognostic subsequences in time series |
WO2018229870A1 (ja) * | 2017-06-13 | 2018-12-20 | 三菱電機株式会社 | 工具寿命検出装置および工具寿命検出方法 |
JP2019179395A (ja) * | 2018-03-30 | 2019-10-17 | オムロン株式会社 | 異常検知システム、サポート装置および異常検知方法 |
CN109570464B (zh) * | 2019-01-21 | 2019-10-18 | 中南大学 | 一种模拟薄带连铸结晶器初始凝固的装置及方法 |
CN113319259B (zh) * | 2021-06-07 | 2022-09-20 | 东北电力大学 | 一种基于空间-时序特征的黏结漏钢逻辑判断方法 |
CN114871395B (zh) * | 2022-04-20 | 2024-04-02 | 河北敬业高品钢科技有限公司 | 薄带连铸中设备参数的控制方法及装置 |
CN116449788A (zh) * | 2023-05-30 | 2023-07-18 | 湖南科技大学 | 一种钢厂铸坯生产过程故障检测与产能优化的方法 |
CN116944446B (zh) * | 2023-07-27 | 2024-02-09 | 常州润来科技有限公司 | 一种水平连铸铜管坯工艺参数异常监测方法 |
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US3478808A (en) * | 1964-10-08 | 1969-11-18 | Bunker Ramo | Method of continuously casting steel |
US4235276A (en) * | 1979-04-16 | 1980-11-25 | Bethlehem Steel Corporation | Method and apparatus for controlling caster heat removal by varying casting speed |
JPS6054138B2 (ja) * | 1981-01-08 | 1985-11-28 | 新日本製鐵株式会社 | 連続鋳造鋳型における鋳造鋼の介在物検出方法 |
US4949777A (en) * | 1987-10-02 | 1990-08-21 | Kawasaki Steel Corp. | Process of and apparatus for continuous casting with detection of possibility of break out |
US5020585A (en) | 1989-03-20 | 1991-06-04 | Inland Steel Company | Break-out detection in continuous casting |
JPH04238662A (ja) * | 1991-01-09 | 1992-08-26 | Toshiba Mach Co Ltd | ダイカストマシンの鋳造データ表示方法 |
US5257206A (en) * | 1991-04-08 | 1993-10-26 | Praxair Technology, Inc. | Statistical process control for air separation process |
DE4338607B4 (de) | 1993-11-11 | 2005-10-06 | Siemens Ag | Verfahren und Vorrichtung zur Führung eines Prozesses in einem geregelten System |
SE9304246L (sv) * | 1993-12-22 | 1995-06-23 | Asea Brown Boveri | Förfarande vid övervakning av multivariata processer |
JP3035688B2 (ja) * | 1993-12-24 | 2000-04-24 | トピー工業株式会社 | 連続鋳造におけるブレークアウト予知システム |
US5659667A (en) | 1995-01-17 | 1997-08-19 | The Regents Of The University Of California Office Of Technology Transfer | Adaptive model predictive process control using neural networks |
DE59600581D1 (de) | 1995-04-03 | 1998-10-22 | Siemens Ag | Einrichtung zur durchbruch-früherkennung beim stranggiessen |
US5859964A (en) * | 1996-10-25 | 1999-01-12 | Advanced Micro Devices, Inc. | System and method for performing real time data acquisition, process modeling and fault detection of wafer fabrication processes |
US5819258A (en) | 1997-03-07 | 1998-10-06 | Digital Equipment Corporation | Method and apparatus for automatically generating hierarchical categories from large document collections |
DE19718262A1 (de) * | 1997-04-30 | 1998-11-05 | Schenck Panel Production Syste | Verfahren und System zur Generierung eines Prozeßmodells eines technischen Problems |
DE19725433C1 (de) * | 1997-06-16 | 1999-01-21 | Schloemann Siemag Ag | Verfahren und Vorrichtung zur Durchbruchfrüherkennung beim Stranggießen von Stahl mit einer oszillierenden Kokille |
-
1999
- 1999-07-20 JP JP2000560993A patent/JP2002521201A/ja active Pending
- 1999-07-20 EP EP99928977A patent/EP1021263B1/de not_active Expired - Lifetime
- 1999-07-20 CA CA002301829A patent/CA2301829C/en not_active Expired - Lifetime
- 1999-07-20 AU AU45978/99A patent/AU747265B2/en not_active Ceased
- 1999-07-20 US US09/508,969 patent/US6564119B1/en not_active Expired - Lifetime
- 1999-07-20 WO PCT/CA1999/000647 patent/WO2000005013A1/en active IP Right Grant
- 1999-07-20 MX MXPA00002784A patent/MXPA00002784A/es not_active IP Right Cessation
- 1999-07-20 DE DE69921602T patent/DE69921602T2/de not_active Expired - Fee Related
- 1999-07-20 AT AT99928977T patent/ATE281260T1/de not_active IP Right Cessation
Also Published As
Publication number | Publication date |
---|---|
MXPA00002784A (es) | 2005-08-16 |
AU4597899A (en) | 2000-02-14 |
ATE281260T1 (de) | 2004-11-15 |
DE69921602T2 (de) | 2005-12-01 |
WO2000005013A1 (en) | 2000-02-03 |
AU747265B2 (en) | 2002-05-09 |
CA2301829C (en) | 2008-07-08 |
JP2002521201A (ja) | 2002-07-16 |
CA2301829A1 (en) | 2000-02-03 |
US6564119B1 (en) | 2003-05-13 |
EP1021263B1 (de) | 2004-11-03 |
EP1021263A1 (de) | 2000-07-26 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition | ||
8328 | Change in the person/name/address of the agent |
Representative=s name: HOESSLE PATENTANWAELTE PARTNERSCHAFT, 70173 STUTTG |
|
8339 | Ceased/non-payment of the annual fee |