Online Measurement Method of Molten Iron Temperature After Blast Furnace Skimmer Based on Infrared Vision

被引:1
|
作者
Gong, Pengxu [1 ]
Pan, Dong [1 ]
Jiang, Zhaohui [1 ]
Yang, Chunhua [1 ]
Gui, Weihua [1 ]
机构
[1] Cent South Univ, Sch Automat, Changsha 410083, Peoples R China
来源
IFAC PAPERSONLINE | 2023年 / 56卷 / 02期
关键词
Blast furnace ironmaking; skimmer; molten iron temperature; temperature compensation;
D O I
10.1016/j.ifacol.2023.10.734
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The online measurement of molten iron temperature in blast furnace ironmaking process is an urgent need in the ironmaking industry, but under the influence of factors such as overflowing slag and dust, the online measurement of molten iron temperature based on infrared temperature measurement faces the problem of low measurement accuracy. Aiming at the interference of overflowing slag and dust, this paper proposes a method for online measurement of molten iron temperature after skimmer based on infrared vision. Firstly, an industrial-grade infrared visual temperature measurement system is designed to obtain infrared images of molten iron for a long time and stably after skimmer. Secondly, ShuffleNet v2 is used to identify the slag and dust interference states of molten iron after skimmer, and then the molten iron temperature mapping model during slag overflowing and the molten iron temperature compensation model during dust disturbance are established. Finally, the online accurate molten iron temperature (MIT) after skimmer is obtained. The temperature measurement experiment on the blast furnace site shows that the method can accurately obtain the MIT after skimmer online. Copyright (c) 2023 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页码:6187 / 6193
页数:7
相关论文
共 50 条
  • [1] Temperature Measurement and Compensation Method of Blast Furnace Molten Iron Based on Infrared Computer Vision
    Pan, Dong
    Jiang, Zhaohui
    Chen, Zhipeng
    Gui, Weihua
    Xie, Yongfang
    Yang, Chunhua
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2019, 68 (10) : 3576 - 3588
  • [2] Temperature Measurement Method for Blast Furnace Molten Iron Based on Infrared Thermography and Temperature Reduction Model
    Pan, Dong
    Jiang, Zhaohui
    Chen, Zhipeng
    Gui, Weihua
    Xie, Yongfang
    Yang, Chunhua
    [J]. SENSORS, 2018, 18 (11)
  • [3] Polymorphic Temperature Measurement Method of Molten Iron After Skimmer in Ironmaking Process
    Pan, Dong
    Jiang, Zhaohui
    Xu, Chuan
    Gui, Weihua
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [4] Research progress of measurement methods of molten iron temperature in blast furnace
    Pan, Dong
    Jiang, Zhaohui
    Xu, Chuan
    Gui, Weihua
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2023, 44 (12): : 280 - 296
  • [5] Online Prediction Method for Silicon Content of Molten Iron in Blast Furnace Based on Dynamic Attention Deep Transfer Network
    Jiang, Ke
    Jiang, Zhao-Hui
    Xie, Yong-Fang
    Pan, Dong
    Gui, Wei-Hua
    [J]. Zidonghua Xuebao/Acta Automatica Sinica, 2023, 49 (05): : 949 - 963
  • [6] Temperature measurement of molten iron in taphole of blast furnace combined temperature drop model with heat transfer model
    Jiang, Z. H.
    Pan, D.
    Gui, W. H.
    Xie, Y. F.
    Yang, C. H.
    [J]. IRONMAKING & STEELMAKING, 2018, 45 (03) : 230 - 238
  • [7] Compensation Method for Molten Iron Temperature Measurement Based on Heterogeneous Features of Infrared Thermal Images
    Pan, Dong
    Jiang, Zhaohui
    Chen, Zhipeng
    Jiang, Ke
    Gui, Weihua
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (11) : 7056 - 7066
  • [8] Development of Pig Iron and Molten Slag Level Measurement Technique for Blast Furnace
    Ito, Tomohiko
    Yotsuji, Junichi
    Nagamune, Akio
    [J]. ISIJ INTERNATIONAL, 2014, 54 (11) : 2618 - 2622
  • [9] Application of Improved Local Models of Large Scale Database-based Online Modeling to Prediction of Molten Iron Temperature of Blast Furnace
    Kaneko, Norio
    Matsuzaki, Shinroku
    Ito, Masahiro
    Oogai, Haruhisa
    Uchida, Kenko
    [J]. ISIJ INTERNATIONAL, 2010, 50 (07) : 939 - 945
  • [10] Velocity Measurement of Blast Furnace Molten Iron Based on Mixed Morphological Features of Boundary Pixel Sets
    He, Lei
    Jiang, Zhaohui
    Xie, Yongfang
    Chen, Zhipeng
    Gui, Weihua
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70