CN101678417A - 在热态下的板轧制中的轧制负荷预测的学习方法 - Google Patents
在热态下的板轧制中的轧制负荷预测的学习方法 Download PDFInfo
- Publication number
- CN101678417A CN101678417A CN200980000377A CN200980000377A CN101678417A CN 101678417 A CN101678417 A CN 101678417A CN 200980000377 A CN200980000377 A CN 200980000377A CN 200980000377 A CN200980000377 A CN 200980000377A CN 101678417 A CN101678417 A CN 101678417A
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- Prior art keywords
- rolling
- rolling load
- prediction
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- 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.)
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- 238000005096 rolling process Methods 0.000 title claims abstract description 346
- 238000000034 method Methods 0.000 title claims abstract description 37
- 239000000463 material Substances 0.000 claims abstract description 76
- 238000000605 extraction Methods 0.000 abstract 1
- 238000003801 milling Methods 0.000 description 12
- 238000004364 calculation method Methods 0.000 description 10
- 230000000052 comparative effect Effects 0.000 description 10
- 238000005516 engineering process Methods 0.000 description 8
- 238000006467 substitution reaction Methods 0.000 description 7
- 239000000203 mixture Substances 0.000 description 6
- 230000000694 effects Effects 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000005098 hot rolling Methods 0.000 description 3
- 229910000831 Steel Inorganic materials 0.000 description 2
- 230000005489 elastic deformation Effects 0.000 description 2
- 230000002441 reversible effect Effects 0.000 description 2
- 239000010959 steel Substances 0.000 description 2
- CWYNVVGOOAEACU-UHFFFAOYSA-N Fe2+ Chemical compound [Fe+2] CWYNVVGOOAEACU-UHFFFAOYSA-N 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 230000000881 depressing effect Effects 0.000 description 1
- 238000009499 grossing Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000013178 mathematical model Methods 0.000 description 1
Images
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B37/00—Control devices or methods specially adapted for metal-rolling mills or the work produced thereby
- B21B37/58—Roll-force control; Roll-gap control
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B37/00—Control devices or methods specially adapted for metal-rolling mills or the work produced thereby
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B2261/00—Product parameters
- B21B2261/02—Transverse dimensions
- B21B2261/04—Thickness, gauge
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B2265/00—Forming parameters
- B21B2265/12—Rolling load or rolling pressure; roll force
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B2275/00—Mill drive parameters
- B21B2275/10—Motor power; motor current
- B21B2275/12—Roll torque
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B21—MECHANICAL METAL-WORKING WITHOUT ESSENTIALLY REMOVING MATERIAL; PUNCHING METAL
- B21B—ROLLING OF METAL
- B21B37/00—Control devices or methods specially adapted for metal-rolling mills or the work produced thereby
- B21B37/16—Control of thickness, width, diameter or other transverse dimensions
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Control Of Metal Rolling (AREA)
Abstract
Description
Claims (8)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP066712/2008 | 2008-03-14 | ||
JP2008066712 | 2008-03-14 | ||
PCT/JP2009/055364 WO2009113719A1 (ja) | 2008-03-14 | 2009-03-12 | 熱間での板圧延における圧延負荷予測の学習方法 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN101678417A true CN101678417A (zh) | 2010-03-24 |
CN101678417B CN101678417B (zh) | 2013-11-20 |
Family
ID=41065370
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN2009800003774A Expired - Fee Related CN101678417B (zh) | 2008-03-14 | 2009-03-12 | 在热态下的板轧制中的轧制负荷预测的学习方法 |
Country Status (7)
Country | Link |
---|---|
US (1) | US8185232B2 (zh) |
EP (1) | EP2145703B1 (zh) |
JP (1) | JP4452323B2 (zh) |
KR (1) | KR101149927B1 (zh) |
CN (1) | CN101678417B (zh) |
BR (1) | BRPI0903494A2 (zh) |
WO (1) | WO2009113719A1 (zh) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102654749A (zh) * | 2011-03-01 | 2012-09-05 | 东芝三菱电机产业系统株式会社 | 学习系数控制装置 |
CN103384572A (zh) * | 2011-03-18 | 2013-11-06 | 株式会社日立制作所 | 轧制控制装置、轧制控制方法以及轧制控制程序 |
CN105478490A (zh) * | 2014-10-07 | 2016-04-13 | 株式会社日立制作所 | 串列式轧机的控制装置以及控制方法 |
CN107206444A (zh) * | 2015-03-10 | 2017-09-26 | 东芝三菱电机产业系统株式会社 | 轧材的板宽控制装置 |
CN108500064A (zh) * | 2017-02-23 | 2018-09-07 | 株式会社日立制作所 | 串列式轧制轧机控制装置及串列式轧制轧机控制方法 |
CN112839746A (zh) * | 2019-09-12 | 2021-05-25 | 东芝三菱电机产业系统株式会社 | 折叠产生预测系统 |
Families Citing this family (19)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8613815B2 (en) | 2008-03-21 | 2013-12-24 | California Institute Of Technology | Sheet forming of metallic glass by rapid capacitor discharge |
US8613814B2 (en) | 2008-03-21 | 2013-12-24 | California Institute Of Technology | Forming of metallic glass by rapid capacitor discharge forging |
US8613816B2 (en) | 2008-03-21 | 2013-12-24 | California Institute Of Technology | Forming of ferromagnetic metallic glass by rapid capacitor discharge |
JP5775447B2 (ja) | 2008-03-21 | 2015-09-09 | カリフォルニア インスティテュート オブ テクノロジー | 急速コンデンサ放電による金属ガラスの形成 |
BR122013009652A2 (pt) | 2010-04-08 | 2018-08-14 | California Institute Of Technology | Aparelho de formação magnética para rapidamente aquecer e formar um metal amorfo usando descarga de energia elétrica na presença de um campo magnético que gera uma força eletromagnética |
JP5939545B2 (ja) | 2011-02-16 | 2016-06-22 | カリフォルニア インスティチュート オブ テクノロジー | 急速コンデンサ放電による金属ガラスの射出成形 |
JP5819913B2 (ja) | 2012-11-15 | 2015-11-24 | グラッシメタル テクノロジー インコーポレイテッド | 金属ガラスの自動急速放電形成 |
WO2014145747A1 (en) | 2013-03-15 | 2014-09-18 | Glassimetal Technology, Inc. | Methods for shaping high aspect ratio articles from metallic glass alloys using rapid capacitive discharge and metallic glass feedstock for use in such methods |
US10273568B2 (en) | 2013-09-30 | 2019-04-30 | Glassimetal Technology, Inc. | Cellulosic and synthetic polymeric feedstock barrel for use in rapid discharge forming of metallic glasses |
CN104630661B (zh) | 2013-10-03 | 2017-04-26 | 格拉斯金属技术股份有限公司 | 用于金属玻璃的快速放电形成的涂覆有绝缘膜的进料桶 |
US10029304B2 (en) | 2014-06-18 | 2018-07-24 | Glassimetal Technology, Inc. | Rapid discharge heating and forming of metallic glasses using separate heating and forming feedstock chambers |
US10022779B2 (en) | 2014-07-08 | 2018-07-17 | Glassimetal Technology, Inc. | Mechanically tuned rapid discharge forming of metallic glasses |
US10682694B2 (en) | 2016-01-14 | 2020-06-16 | Glassimetal Technology, Inc. | Feedback-assisted rapid discharge heating and forming of metallic glasses |
US10632529B2 (en) | 2016-09-06 | 2020-04-28 | Glassimetal Technology, Inc. | Durable electrodes for rapid discharge heating and forming of metallic glasses |
KR20190078323A (ko) * | 2017-12-26 | 2019-07-04 | 주식회사 포스코 | 사상 압연기의 부하 배분 설정 장치 |
CN108346009B (zh) * | 2018-03-21 | 2021-09-03 | 深圳库博能源科技有限公司 | 一种基于用户模型自学习的电力生产配置方法和装置 |
JP2020131248A (ja) * | 2019-02-21 | 2020-08-31 | Jfeスチール株式会社 | 圧延荷重予測方法、圧延荷重予測装置、及び圧延制御方法 |
CN113426838A (zh) * | 2021-06-29 | 2021-09-24 | 李炳集 | 一种新一代中厚板炉卷轧机二级系统及其应用方法 |
TWI798047B (zh) * | 2022-04-08 | 2023-04-01 | 中國鋼鐵股份有限公司 | 鋼板軋延力預測方法與軋延系統 |
Family Cites Families (26)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3713313A (en) * | 1971-11-19 | 1973-01-30 | Gen Electric | Computer controlled rolling mill |
JPS538305B2 (zh) | 1974-02-01 | 1978-03-27 | ||
JPS58141807A (ja) * | 1982-02-15 | 1983-08-23 | Mitsubishi Electric Corp | 自動板厚制御装置 |
JPS58163517A (ja) * | 1982-03-25 | 1983-09-28 | Mitsubishi Heavy Ind Ltd | 圧延機の板厚制御方法およびその装置 |
JPS61235017A (ja) * | 1985-04-10 | 1986-10-20 | Kawasaki Steel Corp | 圧延機のスピンドルトルク予測方法 |
JPS6240925A (ja) * | 1985-08-16 | 1987-02-21 | Kobe Steel Ltd | 板厚制御方法 |
JPH0661566B2 (ja) | 1987-11-18 | 1994-08-17 | 株式会社日立製作所 | 圧延機のセットアップ装置 |
JPH0576917A (ja) * | 1991-09-18 | 1993-03-30 | Nkk Corp | 厚板の板厚制御方法 |
US6377864B1 (en) * | 1994-06-16 | 2002-04-23 | Finn-Power International, Inc. | System and method of flexibly sorting and unloading finished parts during part manufacturing process |
JPH0852506A (ja) * | 1994-08-11 | 1996-02-27 | Yaskawa Electric Corp | スキンパスミルの張力制御方法及び装置 |
DE19505694C1 (de) * | 1995-02-20 | 1996-07-04 | Siemens Ag | Einrichtung zur Dickenregelung von Walzgut |
JP3607029B2 (ja) * | 1997-01-16 | 2005-01-05 | 東芝三菱電機産業システム株式会社 | 圧延機の制御方法及び制御装置 |
JP3237559B2 (ja) * | 1997-02-07 | 2001-12-10 | 住友金属工業株式会社 | 熱間連続圧延機の板厚制御方法 |
JP3467677B2 (ja) | 1997-03-25 | 2003-11-17 | Jfeスチール株式会社 | 圧延機における圧延荷重の学習制御方法 |
JP3495909B2 (ja) * | 1998-03-30 | 2004-02-09 | 株式会社東芝 | 圧延ロールのプロフィール制御装置 |
FR2783444B1 (fr) * | 1998-09-21 | 2000-12-15 | Kvaerner Metals Clecim | Procede de laminage d'un produit metallique |
JP2000126809A (ja) | 1998-10-27 | 2000-05-09 | Kobe Steel Ltd | 圧延機のセットアップ装置 |
DE50301499D1 (de) * | 2002-03-15 | 2005-12-01 | Siemens Ag | Rechnergestütztes ermittlungsverfahren für sollwerte für profil- und planheitsstellglieder |
US6839605B2 (en) * | 2002-11-20 | 2005-01-04 | Posco Co., Ltd. | Apparatus and method for diagnosing faults in hot strip finishing rolling |
DE10300374B4 (de) * | 2003-01-06 | 2010-12-23 | Windmöller & Hölscher Kg | Verfahren und Vorrichtung zur Regelung der Dicke extrudierter Folie |
US7050875B2 (en) * | 2003-07-01 | 2006-05-23 | General Electric Company | System and method for detecting an anomalous condition |
DE112004002903B4 (de) * | 2004-07-20 | 2009-04-16 | Toshiba Mitsubishi-Electric Industrial Systems Corporation | Walzenkeilanstellungs-/Steuerverfahren zum Walzen von plattenförmigem Material |
JP2006095592A (ja) * | 2004-09-30 | 2006-04-13 | Jfe Steel Kk | 調質圧延機における伸び率制御方法 |
JP4437753B2 (ja) * | 2005-02-18 | 2010-03-24 | 東芝三菱電機産業システム株式会社 | タンデム圧延機の板厚制御方法 |
JP4988171B2 (ja) * | 2005-06-23 | 2012-08-01 | 株式会社日立製作所 | 圧延機の制御装置 |
CN100474313C (zh) * | 2005-10-31 | 2009-04-01 | 宝山钢铁股份有限公司 | 一种粗轧带钢的宽度优化设定方法 |
-
2009
- 2009-03-12 US US12/451,037 patent/US8185232B2/en active Active
- 2009-03-12 CN CN2009800003774A patent/CN101678417B/zh not_active Expired - Fee Related
- 2009-03-12 EP EP09720988.6A patent/EP2145703B1/en not_active Not-in-force
- 2009-03-12 BR BRPI0903494A patent/BRPI0903494A2/pt not_active Application Discontinuation
- 2009-03-12 JP JP2009531654A patent/JP4452323B2/ja not_active Expired - Fee Related
- 2009-03-12 KR KR1020097024046A patent/KR101149927B1/ko active IP Right Grant
- 2009-03-12 WO PCT/JP2009/055364 patent/WO2009113719A1/ja active Application Filing
Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102654749A (zh) * | 2011-03-01 | 2012-09-05 | 东芝三菱电机产业系统株式会社 | 学习系数控制装置 |
CN102654749B (zh) * | 2011-03-01 | 2015-09-02 | 东芝三菱电机产业系统株式会社 | 学习系数控制装置 |
CN103384572A (zh) * | 2011-03-18 | 2013-11-06 | 株式会社日立制作所 | 轧制控制装置、轧制控制方法以及轧制控制程序 |
CN105478490A (zh) * | 2014-10-07 | 2016-04-13 | 株式会社日立制作所 | 串列式轧机的控制装置以及控制方法 |
CN107206444A (zh) * | 2015-03-10 | 2017-09-26 | 东芝三菱电机产业系统株式会社 | 轧材的板宽控制装置 |
US10668514B2 (en) | 2015-03-10 | 2020-06-02 | Toshiba Mitsubishi-Electric Industrial Systems Corporation | Plate width control device for material to be rolled |
CN108500064A (zh) * | 2017-02-23 | 2018-09-07 | 株式会社日立制作所 | 串列式轧制轧机控制装置及串列式轧制轧机控制方法 |
CN108500064B (zh) * | 2017-02-23 | 2019-08-02 | 株式会社日立制作所 | 串列式轧制轧机控制装置及串列式轧制轧机控制方法 |
CN112839746A (zh) * | 2019-09-12 | 2021-05-25 | 东芝三菱电机产业系统株式会社 | 折叠产生预测系统 |
CN112839746B (zh) * | 2019-09-12 | 2022-10-11 | 东芝三菱电机产业系统株式会社 | 折叠产生预测系统 |
Also Published As
Publication number | Publication date |
---|---|
BRPI0903494A2 (pt) | 2015-09-22 |
WO2009113719A1 (ja) | 2009-09-17 |
KR101149927B1 (ko) | 2012-06-08 |
CN101678417B (zh) | 2013-11-20 |
KR20090130410A (ko) | 2009-12-23 |
EP2145703A1 (en) | 2010-01-20 |
US20100121471A1 (en) | 2010-05-13 |
US8185232B2 (en) | 2012-05-22 |
EP2145703A4 (en) | 2013-10-02 |
JPWO2009113719A1 (ja) | 2011-07-21 |
EP2145703B1 (en) | 2015-01-07 |
JP4452323B2 (ja) | 2010-04-21 |
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Address after: Tokyo, Japan, Japan Applicant after: Nippon Steel Corporation Address before: Tokyo, Japan, Japan Applicant before: Nippon Steel Corporation |
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