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GB2600213B - Method and apparatus for predicitng plate performance - Google Patents

Method and apparatus for predicitng plate performance Download PDF

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Publication number
GB2600213B
GB2600213B GB2110100.1A GB202110100A GB2600213B GB 2600213 B GB2600213 B GB 2600213B GB 202110100 A GB202110100 A GB 202110100A GB 2600213 B GB2600213 B GB 2600213B
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GB
United Kingdom
Prior art keywords
predicitng
plate performance
performance
plate
predicitng plate
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.)
Active
Application number
GB2110100.1A
Other versions
GB202110100D0 (en
GB2600213A (en
Inventor
Sun Maojie
Li Fucun
Wang Suyang
Yang Bo
Jiang Yuewen
Liu Xiaohua
Ma Chao
Xie Weijian
Yang Ailing
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangsu Jinheng Information Technology Co Ltd
Original Assignee
Jiangsu Jinheng Information Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Jiangsu Jinheng Information Technology Co Ltd filed Critical Jiangsu Jinheng Information Technology Co Ltd
Publication of GB202110100D0 publication Critical patent/GB202110100D0/en
Publication of GB2600213A publication Critical patent/GB2600213A/en
Application granted granted Critical
Publication of GB2600213B publication Critical patent/GB2600213B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2113/00—Details relating to the application field
    • G06F2113/24—Sheet material
    • 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
    • Y02P90/30—Computing systems specially adapted for manufacturing

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Computer Hardware Design (AREA)
  • Geometry (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
GB2110100.1A 2019-07-10 2020-06-02 Method and apparatus for predicitng plate performance Active GB2600213B (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910626875.5A CN110321658B (en) 2019-07-10 2019-07-10 Method and device for predicting plate performance
PCT/CN2020/093942 WO2021004198A1 (en) 2019-07-10 2020-06-02 Plate performance prediction method and apparatus

Publications (3)

Publication Number Publication Date
GB202110100D0 GB202110100D0 (en) 2021-08-25
GB2600213A GB2600213A (en) 2022-04-27
GB2600213B true GB2600213B (en) 2023-06-14

Family

ID=68123233

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2110100.1A Active GB2600213B (en) 2019-07-10 2020-06-02 Method and apparatus for predicitng plate performance

Country Status (3)

Country Link
CN (1) CN110321658B (en)
GB (1) GB2600213B (en)
WO (1) WO2021004198A1 (en)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110321658B (en) * 2019-07-10 2023-09-01 江苏金恒信息科技股份有限公司 Method and device for predicting plate performance
CN113657490B (en) * 2021-08-16 2022-05-31 沭阳县源美装饰材料有限公司 Door and window silence detection method based on artificial intelligence
CN113806926B (en) * 2021-08-30 2024-12-13 上海大学 An interpretable method and system for rapidly predicting the ultimate tensile strength of tin-based solders using SHAP package LightGBM
CN114048608A (en) * 2021-11-15 2022-02-15 内蒙古第一机械集团股份有限公司 Transmission product system modeling and performance analysis method
CN114386325B (en) * 2021-12-27 2023-04-28 北京科技大学 Strip steel mechanical property forecasting method based on rule optimizing
CN114219175B (en) * 2021-12-28 2024-07-19 鞍钢集团自动化有限公司 Mechanical property prediction method for container coiled plate
CN114896860B (en) * 2022-03-29 2024-05-14 武汉纺织大学 Soft measurement method for carbon content of fly ash based on LightGBM and XGBoost combined model
CN114881307B (en) * 2022-04-25 2025-03-18 河海大学 A steel ingot rate prediction method based on WOA optimized LightGBM
CN117265214B (en) * 2023-11-22 2024-04-02 张家港广大特材股份有限公司 Optimized control method and system for special steel production
CN118039031B (en) * 2023-12-05 2024-07-16 中国地质大学（北京） A method for determining regional mineralization potential based on machine learning of apatite composition
CN117976094B (en) * 2024-01-19 2024-08-09 一半科技(江苏)有限公司 Recipe detection index prediction method, system, medium and equipment
CN117732886B (en) * 2024-02-07 2024-04-30 东北大学 Hot rolling quality pre-control method based on cascading intelligent diagnosis
CN118964043B (en) * 2024-10-14 2025-01-03 上海甄一科技有限公司 Multi-object data parallel prediction processing method and system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104517162A (en) * 2014-12-30 2015-04-15 东北大学 On-line hardness forecasting method of continuous annealing product by means of integrated learning
CN104657602A (en) * 2015-02-02 2015-05-27 北京科技大学 Method and system for forecasting thickness of band steel in hot continuous rolling production process
CN105929812A (en) * 2016-04-18 2016-09-07 北京科技大学 Strip steel hot continuous rolling quality fault diagnosis method and device
CN109657799A (en) * 2018-11-20 2019-04-19 北京首钢自动化信息技术有限公司 A kind of model tuning method and apparatus based on scene adaptation
CN110321658A (en) * 2019-07-10 2019-10-11 江苏金恒信息科技股份有限公司 A kind of prediction technique and device of plate property

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102620980B (en) * 2012-02-14 2014-01-22 天津理工大学 Method for predicting plate forming performance by using neural network
JP6889173B2 (en) * 2016-09-30 2021-06-18 株式会社Uacj Aluminum product characteristic prediction device, aluminum product characteristic prediction method, control program, and recording medium
US20190102693A1 (en) * 2017-09-29 2019-04-04 Facebook, Inc. Optimizing parameters for machine learning models

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104517162A (en) * 2014-12-30 2015-04-15 东北大学 On-line hardness forecasting method of continuous annealing product by means of integrated learning
CN104657602A (en) * 2015-02-02 2015-05-27 北京科技大学 Method and system for forecasting thickness of band steel in hot continuous rolling production process
CN105929812A (en) * 2016-04-18 2016-09-07 北京科技大学 Strip steel hot continuous rolling quality fault diagnosis method and device
CN109657799A (en) * 2018-11-20 2019-04-19 北京首钢自动化信息技术有限公司 A kind of model tuning method and apparatus based on scene adaptation
CN110321658A (en) * 2019-07-10 2019-10-11 江苏金恒信息科技股份有限公司 A kind of prediction technique and device of plate property

Also Published As

Publication number Publication date
WO2021004198A1 (en) 2021-01-14
GB202110100D0 (en) 2021-08-25
GB2600213A (en) 2022-04-27
CN110321658A (en) 2019-10-11
CN110321658B (en) 2023-09-01

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