CN111299330B - 轧制生产线的数学模型计算装置及控制装置 - Google Patents
轧制生产线的数学模型计算装置及控制装置 Download PDFInfo
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- CN111299330B CN111299330B CN201910211693.1A CN201910211693A CN111299330B CN 111299330 B CN111299330 B CN 111299330B CN 201910211693 A CN201910211693 A CN 201910211693A CN 111299330 B CN111299330 B CN 111299330B
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- 238000013178 mathematical model Methods 0.000 title claims abstract description 95
- 238000005096 rolling process Methods 0.000 title claims abstract description 62
- 238000004364 calculation method Methods 0.000 title claims abstract description 58
- 238000004519 manufacturing process Methods 0.000 title description 2
- 239000000463 material Substances 0.000 claims abstract description 61
- 230000004044 response Effects 0.000 claims abstract description 40
- 230000014509 gene expression Effects 0.000 claims description 14
- 238000012546 transfer Methods 0.000 claims description 14
- 230000006870 function Effects 0.000 description 25
- 238000010586 diagram Methods 0.000 description 21
- 238000012545 processing Methods 0.000 description 14
- 238000000034 method Methods 0.000 description 10
- 238000005259 measurement Methods 0.000 description 8
- 238000005098 hot rolling Methods 0.000 description 6
- 241000499917 Milla Species 0.000 description 3
- 238000007781 pre-processing Methods 0.000 description 2
- 238000012892 rational function Methods 0.000 description 2
- 238000004088 simulation Methods 0.000 description 2
- 239000002699 waste material Substances 0.000 description 2
- NAWXUBYGYWOOIX-SFHVURJKSA-N (2s)-2-[[4-[2-(2,4-diaminoquinazolin-6-yl)ethyl]benzoyl]amino]-4-methylidenepentanedioic acid Chemical compound C1=CC2=NC(N)=NC(N)=C2C=C1CCC1=CC=C(C(=O)N[C@@H](CC(=C)C(O)=O)C(O)=O)C=C1 NAWXUBYGYWOOIX-SFHVURJKSA-N 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 150000001875 compounds Chemical class 0.000 description 1
- 238000013499 data model Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 230000001131 transforming effect Effects 0.000 description 1
- 238000011144 upstream manufacturing Methods 0.000 description 1
- 238000003079 width control Methods 0.000 description 1
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Classifications
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- 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
-
- 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
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41885—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by modeling, simulation of the manufacturing system
-
- 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
- B21B37/22—Lateral spread control; Width control, e.g. by edge rolling
-
- 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
- B21B37/48—Tension control; Compression control
-
- 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
-
- 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
- G05B23/0254—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 quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/11—Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
-
- 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Data Mining & Analysis (AREA)
- Mechanical Engineering (AREA)
- Theoretical Computer Science (AREA)
- Automation & Control Theory (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Analysis (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- Computational Mathematics (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Manufacturing & Machinery (AREA)
- Algebra (AREA)
- Databases & Information Systems (AREA)
- Software Systems (AREA)
- Quality & Reliability (AREA)
- Operations Research (AREA)
- Control Of Metal Rolling (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2018-232951 | 2018-12-12 | ||
JP2018232951A JP7077929B2 (ja) | 2018-12-12 | 2018-12-12 | 圧延ラインの数学モデル算出装置および制御装置 |
Publications (2)
Publication Number | Publication Date |
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CN111299330A CN111299330A (zh) | 2020-06-19 |
CN111299330B true CN111299330B (zh) | 2022-03-22 |
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CN201910211693.1A Active CN111299330B (zh) | 2018-12-12 | 2019-03-20 | 轧制生产线的数学模型计算装置及控制装置 |
Country Status (3)
Country | Link |
---|---|
JP (1) | JP7077929B2 (ja) |
KR (1) | KR102264946B1 (ja) |
CN (1) | CN111299330B (ja) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
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CN112122356B (zh) * | 2020-09-07 | 2022-03-18 | 宝钢湛江钢铁有限公司 | 一种降低带钢宽度余量的控制方法 |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1108158A (zh) * | 1994-03-11 | 1995-09-13 | 川崎制铁株式会社 | 轧制控制方法及其装置 |
JPH09128006A (ja) * | 1995-10-30 | 1997-05-16 | Nippon Steel Corp | 位相補償機能つき制御装置 |
JP2000301221A (ja) * | 1999-04-20 | 2000-10-31 | Nisshin Steel Co Ltd | 冷間圧延時のエッジドロップ制御方法 |
JP2006150371A (ja) * | 2004-11-25 | 2006-06-15 | Kobe Steel Ltd | 連続圧延機の板幅制御方法 |
JP2008272783A (ja) * | 2007-04-27 | 2008-11-13 | Nippon Steel Corp | スキンパス圧延の形状制御方法 |
JP2009022985A (ja) * | 2007-07-20 | 2009-02-05 | Nisshin Steel Co Ltd | 冷間圧延における形状制御方法 |
CN103286141A (zh) * | 2012-02-27 | 2013-09-11 | 宝山钢铁股份有限公司 | 热连轧精轧带钢宽度自动控制方法 |
CN104942019A (zh) * | 2014-03-31 | 2015-09-30 | 宝山钢铁股份有限公司 | 一种带钢冷轧过程宽度自动控制方法 |
CN107900144A (zh) * | 2017-11-20 | 2018-04-13 | 武汉科技大学 | 一种酸洗在线平整机的延伸率复合控制方法 |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0636929B2 (ja) * | 1986-07-02 | 1994-05-18 | 川崎製鉄株式会社 | 被圧延材の板幅制御方法 |
DE69710817T2 (de) * | 1996-07-18 | 2002-11-14 | Kawasaki Steel Co | Walzverfahren und Walzwerk für Band zur Reduzierung der Kantenanschärfung |
JP3553552B2 (ja) | 2002-01-17 | 2004-08-11 | Jfeスチール株式会社 | 熱間仕上げ圧延機における板幅変形モデルのオンライン同定方法 |
US20070068210A1 (en) * | 2005-09-29 | 2007-03-29 | University Of Pittsburgh - Of The Commonwealth System Of Higher Education | System for controlling a rolling mill and method of controlling a rolling mill |
JP6642289B2 (ja) | 2016-06-14 | 2020-02-05 | 東芝三菱電機産業システム株式会社 | 圧延ラインの数学モデル算出装置および圧延材の温度制御装置 |
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2018
- 2018-12-12 JP JP2018232951A patent/JP7077929B2/ja active Active
-
2019
- 2019-02-28 KR KR1020190023810A patent/KR102264946B1/ko active IP Right Grant
- 2019-03-20 CN CN201910211693.1A patent/CN111299330B/zh active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1108158A (zh) * | 1994-03-11 | 1995-09-13 | 川崎制铁株式会社 | 轧制控制方法及其装置 |
JPH09128006A (ja) * | 1995-10-30 | 1997-05-16 | Nippon Steel Corp | 位相補償機能つき制御装置 |
JP2000301221A (ja) * | 1999-04-20 | 2000-10-31 | Nisshin Steel Co Ltd | 冷間圧延時のエッジドロップ制御方法 |
JP2006150371A (ja) * | 2004-11-25 | 2006-06-15 | Kobe Steel Ltd | 連続圧延機の板幅制御方法 |
JP2008272783A (ja) * | 2007-04-27 | 2008-11-13 | Nippon Steel Corp | スキンパス圧延の形状制御方法 |
JP2009022985A (ja) * | 2007-07-20 | 2009-02-05 | Nisshin Steel Co Ltd | 冷間圧延における形状制御方法 |
CN103286141A (zh) * | 2012-02-27 | 2013-09-11 | 宝山钢铁股份有限公司 | 热连轧精轧带钢宽度自动控制方法 |
CN104942019A (zh) * | 2014-03-31 | 2015-09-30 | 宝山钢铁股份有限公司 | 一种带钢冷轧过程宽度自动控制方法 |
CN107900144A (zh) * | 2017-11-20 | 2018-04-13 | 武汉科技大学 | 一种酸洗在线平整机的延伸率复合控制方法 |
Also Published As
Publication number | Publication date |
---|---|
KR102264946B1 (ko) | 2021-06-14 |
JP7077929B2 (ja) | 2022-05-31 |
CN111299330A (zh) | 2020-06-19 |
KR20200072378A (ko) | 2020-06-22 |
JP2020093281A (ja) | 2020-06-18 |
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