ES2085539T3 - Metodo para descarburar metal fundido en el refino del acero utilizando redes neuronales. - Google Patents
Metodo para descarburar metal fundido en el refino del acero utilizando redes neuronales.Info
- Publication number
- ES2085539T3 ES2085539T3 ES92120555T ES92120555T ES2085539T3 ES 2085539 T3 ES2085539 T3 ES 2085539T3 ES 92120555 T ES92120555 T ES 92120555T ES 92120555 T ES92120555 T ES 92120555T ES 2085539 T3 ES2085539 T3 ES 2085539T3
- Authority
- ES
- Spain
- Prior art keywords
- oxygen
- neural networks
- refining
- steel
- decarburating
- 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 - Lifetime
Links
Classifications
-
- C—CHEMISTRY; METALLURGY
- C21—METALLURGY OF IRON
- C21C—PROCESSING OF PIG-IRON, e.g. REFINING, MANUFACTURE OF WROUGHT-IRON OR STEEL; TREATMENT IN MOLTEN STATE OF FERROUS ALLOYS
- C21C7/00—Treating molten ferrous alloys, e.g. steel, not covered by groups C21C1/00 - C21C5/00
- C21C7/04—Removing impurities by adding a treating agent
- C21C7/068—Decarburising
- C21C7/0685—Decarburising of stainless steel
-
- C—CHEMISTRY; METALLURGY
- C21—METALLURGY OF IRON
- C21C—PROCESSING OF PIG-IRON, e.g. REFINING, MANUFACTURE OF WROUGHT-IRON OR STEEL; TREATMENT IN MOLTEN STATE OF FERROUS ALLOYS
- C21C5/00—Manufacture of carbon-steel, e.g. plain mild steel, medium carbon steel or cast steel or stainless steel
- C21C5/28—Manufacture of steel in the converter
- C21C5/30—Regulating or controlling the blowing
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S706/00—Data processing: artificial intelligence
- Y10S706/902—Application using ai with detail of the ai system
- Y10S706/903—Control
- Y10S706/904—Manufacturing or machine, e.g. agricultural machinery, machine tool
Landscapes
- Chemical & Material Sciences (AREA)
- Engineering & Computer Science (AREA)
- Materials Engineering (AREA)
- Metallurgy (AREA)
- Organic Chemistry (AREA)
- Manufacturing & Machinery (AREA)
- Carbon Steel Or Casting Steel Manufacturing (AREA)
- Treatment Of Steel In Its Molten State (AREA)
Abstract
UN METODO DE DESCARBONIZACION DE METAL FUNDIDO EN EL REFINADO DE ACERO UTILIZANDO REDES NEURALES CON UNA RED NEURAL PRIMERA PREPARADA PARA ANALIZAR DATOS REPRESENTATIVOS DE MUCHO PERIODOS DE PROCESO DE UNA O MAS OPERACIONES DE DESCARBONIZACION PARA DAR UN VALOR DE OXIGENO PARA UNA RELACION DE GAS PRESELECCIONADO DE OXIGENO A GAS DILUYENTE QUE HAGA QUE LA TEMPERATURA DEL BAÑO DE METAL FUNDIDO SE DESCARBONICE PARA ASCENDER A UNA TEMPERATURA DESEADA ESPECIFICA Y CON UNA RED NEURAL SEGUNDA PREPARADA PARA ANALIZAR DATOS REPRESENTATIVOS DE MUCHOS PERIODOS DE PROCESO DE UNA O MAS OPERACIONES DE DESCARBONIZACION PARA DAR UN BAREMO DE PRODUCCION DE VALORES DE OXIGENO QUE SE INYECTARAN AL BAÑO PARA REDUCIR EL NIVEL DE CARBONO A UN NIVEL DESEADO PREDETERMINADO EN UNA O MAS FASES SUCESIVAS CORRESPONDIENTES A UN BAREMO PRESELECCIONADO DE RELACIONES DE OXIGENO A GAS DILUYENTE.
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US07/802,046 US5327357A (en) | 1991-12-03 | 1991-12-03 | Method of decarburizing molten metal in the refining of steel using neural networks |
Publications (1)
Publication Number | Publication Date |
---|---|
ES2085539T3 true ES2085539T3 (es) | 1996-06-01 |
Family
ID=25182697
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
ES92120555T Expired - Lifetime ES2085539T3 (es) | 1991-12-03 | 1992-12-02 | Metodo para descarburar metal fundido en el refino del acero utilizando redes neuronales. |
Country Status (10)
Country | Link |
---|---|
US (1) | US5327357A (es) |
EP (1) | EP0545379B1 (es) |
KR (1) | KR0148273B1 (es) |
CN (1) | CN1037455C (es) |
BR (1) | BR9204824A (es) |
CA (1) | CA2084396C (es) |
DE (1) | DE69209622T2 (es) |
ES (1) | ES2085539T3 (es) |
MX (1) | MX9206989A (es) |
ZA (1) | ZA929352B (es) |
Families Citing this family (73)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE19547010C2 (de) * | 1994-12-19 | 2001-05-31 | Siemens Ag | Verfahren und Vorrichtung zur Überwachung des Prozeßablaufs bei der Strahlerzeugung nach dem Sauerstoffaufblasverfahren |
US5746511A (en) * | 1996-01-03 | 1998-05-05 | Rosemount Inc. | Temperature transmitter with on-line calibration using johnson noise |
US6017143A (en) | 1996-03-28 | 2000-01-25 | Rosemount Inc. | Device in a process system for detecting events |
US7085610B2 (en) | 1996-03-28 | 2006-08-01 | Fisher-Rosemount Systems, Inc. | Root cause diagnostics |
US6539267B1 (en) | 1996-03-28 | 2003-03-25 | Rosemount Inc. | Device in a process system for determining statistical parameter |
US6907383B2 (en) | 1996-03-28 | 2005-06-14 | Rosemount Inc. | Flow diagnostic system |
US7254518B2 (en) * | 1996-03-28 | 2007-08-07 | Rosemount Inc. | Pressure transmitter with diagnostics |
US8290721B2 (en) | 1996-03-28 | 2012-10-16 | Rosemount Inc. | Flow measurement diagnostics |
US7949495B2 (en) | 1996-03-28 | 2011-05-24 | Rosemount, Inc. | Process variable transmitter with diagnostics |
US6654697B1 (en) | 1996-03-28 | 2003-11-25 | Rosemount Inc. | Flow measurement with diagnostics |
US5956663A (en) * | 1996-11-07 | 1999-09-21 | Rosemount, Inc. | Signal processing technique which separates signal components in a sensor for sensor diagnostics |
US5828567A (en) * | 1996-11-07 | 1998-10-27 | Rosemount Inc. | Diagnostics for resistance based transmitter |
US6754601B1 (en) | 1996-11-07 | 2004-06-22 | Rosemount Inc. | Diagnostics for resistive elements of process devices |
US6601005B1 (en) | 1996-11-07 | 2003-07-29 | Rosemount Inc. | Process device diagnostics using process variable sensor signal |
US6519546B1 (en) | 1996-11-07 | 2003-02-11 | Rosemount Inc. | Auto correcting temperature transmitter with resistance based sensor |
US6449574B1 (en) | 1996-11-07 | 2002-09-10 | Micro Motion, Inc. | Resistance based process control device diagnostics |
US6434504B1 (en) | 1996-11-07 | 2002-08-13 | Rosemount Inc. | Resistance based process control device diagnostics |
DE69714606T9 (de) * | 1996-12-31 | 2004-09-09 | Rosemount Inc., Eden Prairie | Vorrichtung zur überprüfung eines von einer anlage kommenden steuersignals in einer prozesssteuerung |
CA2306767C (en) | 1997-10-13 | 2007-05-01 | Rosemount Inc. | Communication technique for field devices in industrial processes |
DE19748310C1 (de) * | 1997-10-31 | 1998-12-17 | Siemens Ag | Verfahren und Einrichtung zur Steuerung der Schaumschlackenbildung in einem Lichtbogenofen |
US6611775B1 (en) | 1998-12-10 | 2003-08-26 | Rosemount Inc. | Electrode leakage diagnostics in a magnetic flow meter |
US6615149B1 (en) | 1998-12-10 | 2003-09-02 | Rosemount Inc. | Spectral diagnostics in a magnetic flow meter |
US6298454B1 (en) | 1999-02-22 | 2001-10-02 | Fisher-Rosemount Systems, Inc. | Diagnostics in a process control system |
US6633782B1 (en) | 1999-02-22 | 2003-10-14 | Fisher-Rosemount Systems, Inc. | Diagnostic expert in a process control system |
US8044793B2 (en) | 2001-03-01 | 2011-10-25 | Fisher-Rosemount Systems, Inc. | Integrated device alerts in a process control system |
WO2000068654A1 (en) | 1999-05-11 | 2000-11-16 | Georgia Tech Research Corporation | Laser doppler vibrometer for remote assessment of structural components |
US6356191B1 (en) | 1999-06-17 | 2002-03-12 | Rosemount Inc. | Error compensation for a process fluid temperature transmitter |
US7010459B2 (en) | 1999-06-25 | 2006-03-07 | Rosemount Inc. | Process device diagnostics using process variable sensor signal |
JP4824234B2 (ja) | 1999-07-01 | 2011-11-30 | ローズマウント インコーポレイテッド | 2線式温度送信機およびプロセス温度測定方法 |
US6505517B1 (en) | 1999-07-23 | 2003-01-14 | Rosemount Inc. | High accuracy signal processing for magnetic flowmeter |
US6701274B1 (en) | 1999-08-27 | 2004-03-02 | Rosemount Inc. | Prediction of error magnitude in a pressure transmitter |
US6556145B1 (en) | 1999-09-24 | 2003-04-29 | Rosemount Inc. | Two-wire fluid temperature transmitter with thermocouple diagnostics |
US6442536B1 (en) | 2000-01-18 | 2002-08-27 | Praxair Technology, Inc. | Method for predicting flammability limits of complex mixtures |
EP1307597A2 (en) | 2000-08-11 | 2003-05-07 | Dofasco Inc. | Desulphurization reagent control method and system |
US6735484B1 (en) | 2000-09-20 | 2004-05-11 | Fargo Electronics, Inc. | Printer with a process diagnostics system for detecting events |
US7720727B2 (en) | 2001-03-01 | 2010-05-18 | Fisher-Rosemount Systems, Inc. | Economic calculations in process control system |
US8073967B2 (en) | 2002-04-15 | 2011-12-06 | Fisher-Rosemount Systems, Inc. | Web services-based communications for use with process control systems |
US6970003B2 (en) | 2001-03-05 | 2005-11-29 | Rosemount Inc. | Electronics board life prediction of microprocessor-based transmitters |
US6629059B2 (en) | 2001-05-14 | 2003-09-30 | Fisher-Rosemount Systems, Inc. | Hand held diagnostic and communication device with automatic bus detection |
WO2003004707A1 (en) * | 2001-07-02 | 2003-01-16 | Nippon Steel Corporation | Method for decarbonization refining of chromium-containing molten steel |
US6772036B2 (en) | 2001-08-30 | 2004-08-03 | Fisher-Rosemount Systems, Inc. | Control system using process model |
AT411068B (de) * | 2001-11-13 | 2003-09-25 | Voest Alpine Ind Anlagen | Verfahren zur herstellung einer metallschmelze in einer hüttentechnischen anlage |
BR0308782A (pt) | 2002-03-27 | 2005-09-06 | Praxair Technology Inc | Método para controlar um processo de soldagem a arco de potência pulsada, método para treinar uma rede neural para controlar um processo de soldagem a arco de potência pulsada, aparelho para controlar uma fonte de potência pulsada para soldagem a arco, produto de programa de computador, e, sistema para controlar um processo de soldagem a arco de potência pulsada |
FR2838508B1 (fr) * | 2002-04-15 | 2004-11-26 | Air Liquide | Procede de production de metal liquide dans un four electrique |
US9201420B2 (en) | 2005-04-08 | 2015-12-01 | Rosemount, Inc. | Method and apparatus for performing a function in a process plant using monitoring data with criticality evaluation data |
US8005647B2 (en) | 2005-04-08 | 2011-08-23 | Rosemount, Inc. | Method and apparatus for monitoring and performing corrective measures in a process plant using monitoring data with corrective measures data |
US8112565B2 (en) | 2005-06-08 | 2012-02-07 | Fisher-Rosemount Systems, Inc. | Multi-protocol field device interface with automatic bus detection |
US20070068225A1 (en) | 2005-09-29 | 2007-03-29 | Brown Gregory C | Leak detector for process valve |
US7953501B2 (en) | 2006-09-25 | 2011-05-31 | Fisher-Rosemount Systems, Inc. | Industrial process control loop monitor |
US8788070B2 (en) | 2006-09-26 | 2014-07-22 | Rosemount Inc. | Automatic field device service adviser |
EP2074385B2 (en) | 2006-09-29 | 2022-07-06 | Rosemount Inc. | Magnetic flowmeter with verification |
US8898036B2 (en) | 2007-08-06 | 2014-11-25 | Rosemount Inc. | Process variable transmitter with acceleration sensor |
US8301676B2 (en) | 2007-08-23 | 2012-10-30 | Fisher-Rosemount Systems, Inc. | Field device with capability of calculating digital filter coefficients |
US7702401B2 (en) | 2007-09-05 | 2010-04-20 | Fisher-Rosemount Systems, Inc. | System for preserving and displaying process control data associated with an abnormal situation |
US8055479B2 (en) | 2007-10-10 | 2011-11-08 | Fisher-Rosemount Systems, Inc. | Simplified algorithm for abnormal situation prevention in load following applications including plugged line diagnostics in a dynamic process |
US7921734B2 (en) | 2009-05-12 | 2011-04-12 | Rosemount Inc. | System to detect poor process ground connections |
CN102033978B (zh) * | 2010-09-19 | 2012-07-25 | 首钢总公司 | 一种淬透性预报及生产窄淬透性带钢的方法 |
US9207670B2 (en) | 2011-03-21 | 2015-12-08 | Rosemount Inc. | Degrading sensor detection implemented within a transmitter |
US9927788B2 (en) | 2011-05-19 | 2018-03-27 | Fisher-Rosemount Systems, Inc. | Software lockout coordination between a process control system and an asset management system |
CN103031398B (zh) * | 2011-09-30 | 2014-04-02 | 鞍钢股份有限公司 | 一种转炉冶炼终点碳含量预报装置及预报方法 |
CN102690923B (zh) * | 2012-06-13 | 2013-11-06 | 鞍钢股份有限公司 | 一种转炉副枪过程碳含量预报方法 |
US9052240B2 (en) | 2012-06-29 | 2015-06-09 | Rosemount Inc. | Industrial process temperature transmitter with sensor stress diagnostics |
US9207129B2 (en) | 2012-09-27 | 2015-12-08 | Rosemount Inc. | Process variable transmitter with EMF detection and correction |
US9602122B2 (en) | 2012-09-28 | 2017-03-21 | Rosemount Inc. | Process variable measurement noise diagnostic |
CN106339020B (zh) * | 2015-07-16 | 2018-06-05 | 广东兴发铝业有限公司 | 基于神经网络的铝型材表面氧化自动控制系统 |
US11200489B2 (en) | 2018-01-30 | 2021-12-14 | Imubit Israel Ltd. | Controller training based on historical data |
WO2020090848A1 (ja) * | 2018-10-30 | 2020-05-07 | 昭和電工株式会社 | 材料設計装置、材料設計方法、及び材料設計プログラム |
EP4101937A4 (en) * | 2020-02-06 | 2023-08-09 | JFE Steel Corporation | DECARBURIZING FINAL POINT DETERMINATION METHOD, DECARBURIZING FINAL POINT DETERMINING DEVICE, SECONDARY STEELMAKING REFINEMENT OPERATION PROCESS AND METHOD FOR MOLTEN STEEL PRODUCTION |
CN111353656B (zh) * | 2020-03-23 | 2021-05-07 | 大连理工大学 | 一种基于生产计划的钢铁企业氧气负荷预测方法 |
CN111985682B (zh) * | 2020-07-13 | 2024-03-22 | 中石化宁波工程有限公司 | 基于神经网络的水煤浆气化炉炉温预测方法 |
CN113061683B (zh) * | 2021-03-16 | 2022-04-26 | 马鞍山钢铁股份有限公司 | 转炉终点氧和转炉终点补吹次数质量因子的自动匹配方法 |
CN113343576B (zh) * | 2021-06-22 | 2022-03-11 | 燕山大学 | 基于深度神经网络的钙处理过程中钙的收得率的预测方法 |
CN114611844B (zh) * | 2022-05-11 | 2022-08-05 | 北京科技大学 | 一种转炉出钢过程合金加入量的确定方法和系统 |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3816720A (en) * | 1971-11-01 | 1974-06-11 | Union Carbide Corp | Process for the decarburization of molten metal |
US3754894A (en) * | 1972-04-20 | 1973-08-28 | Joslyn Mfg & Supply Co | Nitrogen control in argon oxygen refining of molten metal |
JPH0232679A (ja) * | 1988-07-22 | 1990-02-02 | Hitachi Ltd | ニューラルネットによるデータ通信方法および装置 |
US5003490A (en) * | 1988-10-07 | 1991-03-26 | Hughes Aircraft Company | Neural network signal processor |
-
1991
- 1991-12-03 US US07/802,046 patent/US5327357A/en not_active Expired - Lifetime
-
1992
- 1992-12-02 ZA ZA929352A patent/ZA929352B/xx unknown
- 1992-12-02 DE DE69209622T patent/DE69209622T2/de not_active Expired - Fee Related
- 1992-12-02 CA CA002084396A patent/CA2084396C/en not_active Expired - Fee Related
- 1992-12-02 EP EP92120555A patent/EP0545379B1/en not_active Expired - Lifetime
- 1992-12-02 ES ES92120555T patent/ES2085539T3/es not_active Expired - Lifetime
- 1992-12-02 CN CN92115190A patent/CN1037455C/zh not_active Expired - Fee Related
- 1992-12-03 BR BR9204824A patent/BR9204824A/pt not_active IP Right Cessation
- 1992-12-03 MX MX9206989A patent/MX9206989A/es not_active IP Right Cessation
- 1992-12-03 KR KR1019920023161A patent/KR0148273B1/ko not_active IP Right Cessation
Also Published As
Publication number | Publication date |
---|---|
US5327357A (en) | 1994-07-05 |
CN1074244A (zh) | 1993-07-14 |
MX9206989A (es) | 1994-05-31 |
DE69209622T2 (de) | 1996-10-02 |
BR9204824A (pt) | 1993-06-08 |
CN1037455C (zh) | 1998-02-18 |
EP0545379A1 (en) | 1993-06-09 |
EP0545379B1 (en) | 1996-04-03 |
KR930013177A (ko) | 1993-07-21 |
CA2084396A1 (en) | 1993-06-04 |
CA2084396C (en) | 1998-07-28 |
ZA929352B (en) | 1993-06-04 |
DE69209622D1 (de) | 1996-05-09 |
KR0148273B1 (ko) | 1998-11-02 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
ES2085539T3 (es) | Metodo para descarburar metal fundido en el refino del acero utilizando redes neuronales. | |
ES2149939T3 (es) | Procedimiento de elaboracion de un acero al titanio y acero obtenido. | |
GB1508279A (en) | Method of providing strong wire and strip | |
SG65193G (en) | Method for production of tin-cobalt,tin-nickel,or tin-lead binary alloy electroplating bath and electroplating bath produced thereby | |
ATE10114T1 (de) | Verfahren zum raffinieren eines metallbades, welches feste kuehlstoffe enthaelt. | |
DE3477586D1 (en) | Apparatus for coating steel objects with an alloy of zinc and aluminium | |
IT1109308B (it) | Impiego di argon per la produzione di acciai a basso tenore di carbonio ed azoto nel processo basico allo ossigeno | |
IT8819762A0 (it) | Processo ed impianto per laproduzione di energia elettrica e gas per sintesi chimiche mediante ossidazione in bagni di metallo fuso. | |
FR2568050B1 (fr) | Mise en oeuvre d'un cuivre electrolytique exempt d'oxygene, desoxyde par du bore ou du lithium, pour des profiles creux et procede de fabrication | |
ATE223976T1 (de) | Verfahren zur herstellung einer schutzschicht auf einem martensitischen stahl und verwendung des mit der schutzschicht versehenen stahls | |
ATE45386T1 (de) | Duese und verfahren zum einblasen von gas in metallschmelzen. | |
ES8504952A1 (es) | Procedimiento para evitar interacciones entre un bano de metal y la atmosfera | |
EP0401530A3 (de) | Verfahren zum Entkohlen von chromhaltigen Stahlschmelzen mit über 10% Cr-Gehalt | |
DK0838534T3 (da) | Fremgangsmåde til opnåelse af et forbedret resulfuriseret finkornet austenitisk stål | |
Kita et al. | Refining technology for interstitial free steel in Kakogawa works | |
MX167177B (es) | Un metodo mejorado para controlar la densidad de aluminio solidificado | |
SE7710483L (sv) | Forfaringssett for framstellning av rostfritt stal i konverter | |
JPS55115914A (en) | Refining method of high chromium steel | |
SU1282561A1 (ru) | Способ получения фольги из сплавов на основе никелида титана | |
JPS5242410A (en) | Process for refining aluminium core killed steel in converter with inc reased nitrogen | |
KR930013153A (ko) | 스테인레스강 정련로 슬래그의 분화방지방법 | |
SE8506087D0 (sv) | Verfahren zur druckwasserabschreckung von walzstahlerzeugnissen | |
Makovskii et al. | Optimising the Interaction Between Steelmaking Units and Continuous Casting Installations | |
ATE36873T1 (de) | Legiertes graugusseisen, verfahren zu dessen herstellung und dessen verwendung. | |
JPS56156711A (en) | Reducing method of large impurities in continuous casting of stainless steel |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
FG2A | Definitive protection |
Ref document number: 545379 Country of ref document: ES |