Chinese Journal of Lasers, Volume. 50, Issue 19, 1911001(2023)

On-Line Analysis of Sinter Mixture Composition and Correction of Moisture Influence Based on Laser-Induced Breakdown Spectroscopy

Yuan Gao1, Lanxiang Sun2,3,4、*, Xiangyu Li1, Ge Xie2,3,4,5, and Yong Xin2,3,4
Author Affiliations
  • 1School of Automation and Electrical Engineering, Shenyang Ligong University, Shenyang 110159, Liaoning , China
  • 2State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, Liaoning , China
  • 3Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, Liaoning , China
  • 4Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, Liaoning , China
  • 5University of Chinese Academy of Sciences, Beijing 100049, China
  • show less
    References(20)

    [1] Niu L L, Liu Z J, Zhang J L et al. Effect of mineral composition of iron ore on metallurgical properties of sinter[J]. Iron & Steel, 54(2019).

    [2] Chattopadhyay P, Datta P, Jouhari A K. Analysis of sintered products of iron ore fines by flame atomic absorption spectrometry using a matrix modifier[J]. Fresenius’ Journal of Analytical Chemistry, 369, 407-411(2001).

    [3] Subrahmanyam V V V, Krishnaiah K S R, Srivastava Y P. Application of X-ray fluorescence spectrometry in process control in sinter plants[J]. X-Ray Spectrometry, 20, 199-201(1991).

    [4] Tang W D, Yang S T, Cheng G et al. Effect of MgO in sinter and primary-slag on smelting mechanism of chromium-bearing vanadium titanomagnetite[J]. Steel Research International, 89, 1800226(2018).

    [5] Zhao L, Xu X, Lu J B et al. Optimization of PGNAA device and algorithm for testing basicity index of sinter mixture[J]. Nuclear Science and Techniques, 32, 6(2021).

    [6] Wasim M, Tariq A, Shafique M A et al. Characterization and differentiation of iron ores using X-ray diffractometry, k0 instrumental neutron activation analysis and inductively coupled plasma optical emission spectrometry[J]. Journal of Radioanalytical and Nuclear Chemistry, 323, 179-187(2020).

    [7] Shen G H, Li H C, Shi Y H. Progress in laser induced breakdown spectroscopy[J]. Metallurgical Analysis, 36, 16-25(2016).

    [8] Guo L B, Zhang D, Sun L X et al. Development in the application of laser-induced breakdown spectroscopy in recent years: a review[J]. Frontiers of Physics, 16, 22500(2021).

    [9] Shang D, Sun L X, Qi L F et al. Quantitative analysis of laser-induced breakdown spectroscopy iron ore slurry based on cyclic variable filtering and nonlinear partial least squares[J]. Chinese Journal of Lasers, 48, 2111001(2021).

    [10] Li Z, Zhang Q Y, Kong L H et al. Hardness characterization of GCr15 steel based on laser-induced breakdown spectroscopy and random forest[J]. Chinese Journal of Lasers, 49, 0911002(2022).

    [11] Shi S C, Hu M Y, Zhang Q S et al. Plasma grating induced breakdown spectroscopic detection of heavy metal elements in soil[J]. Chinese Journal of Lasers, 49, 1311002(2022).

    [12] Li X Y, Liu K, Zhou R et al. Laser-induced breakdown spectroscopy and its application[J]. Chinese Journal of Lasers, 49, 1202003(2022).

    [13] Deng X X, Yang G, Zhang H et al. Accurate quantification of alkalinity of sintered ore by random forest model based on PCA and variable importance (PCA-VI-RF)[J]. Applied Optics, 59, 2042-2049(2020).

    [14] Yang G, Han X, Wang C H et al. The basicity analysis of sintered ore using laser-induced breakdown spectroscopy (LIBS) combined with random forest regression (RFR)[J]. Analytical Methods, 9, 5365-5370(2017).

    [15] Chen Y J, Ding Y, Zhu S N et al. Study on quantitative analysis method of silicon in sinter based on neural network and laser-induced breakdown spectroscopy[J]. Metallurgical Analysis, 41, 24-29(2021).

    [16] Ding Y, Yan F, Yang G et al. Quantitative analysis of sinters using laser-induced breakdown spectroscopy (LIBS) coupled with kernel-based extreme learning machine (K-ELM)[J]. Analytical Methods, 10, 1074-1079(2018).

    [17] Lu C P, Liu W Q, Zhao N J et al. Influence of humidity on characteristic of laser-induced soil plasmas[J]. Spectroscopy and Spectral Analysis, 30, 2885-2888(2010).

    [18] Li P, Lu J D, Xie C L et al. Influence of moisture on plasma characters of laser-induced pulverized coal[J]. Chinese Journal of Lasers, 36, 828-832(2009).

    [19] Jia J W, She M J, Fu H B et al. Effect of moisture content on laser-induced rock cuttings plasma properties[J]. Acta Photonica Sinica, 47, 0847004(2018).

    [20] Wang G D, Sun L X, Wang W et al. A feature selection method combined with ridge regression and recursive feature elimination in quantitative analysis of laser induced breakdown spectroscopy[J]. Plasma Science and Technology, 22, 16-25(2020).

    Tools

    Get Citation

    Copy Citation Text

    Yuan Gao, Lanxiang Sun, Xiangyu Li, Ge Xie, Yong Xin. On-Line Analysis of Sinter Mixture Composition and Correction of Moisture Influence Based on Laser-Induced Breakdown Spectroscopy[J]. Chinese Journal of Lasers, 2023, 50(19): 1911001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: spectroscopy

    Received: Sep. 23, 2022

    Accepted: Oct. 31, 2022

    Published Online: Oct. 18, 2023

    The Author Email: Sun Lanxiang (sunlanxiang@sia.cn)

    DOI:10.3788/CJL221270

    Topics