Researching

Journals
  • Advanced Photonics
  • Photonics Insights
  • Advanced Photonics Nexus
  • Photonics Research
  • Advanced Imaging
  • View All Journals
  • Chinese Optics Letters
  • High Power Laser Science and Engineering
    • Articles
  • Optics
  • Physics
  • Geography
  • View All Subjects
    • Conferences
  • CIOP
  • HPLSE
  • AP
  • View All Events
    • News
    About CLP
    Search by keywords or author
    Journals >Infrared and Laser Engineering >Volume 54 >Issue 2 >Page 20240455 > Article
    • Infrared and Laser Engineering
    • Vol. 54, Issue 2, 20240455 (2025)
    Determination of copper content in raw ores via laser-induced breakdown spectroscopy with generalized linear model
    Jing HE1,2, Quancheng LIU3, Zhonggang XIONG4, and Linyu CHEN1,2,*
    Author Affiliations
  • 1School of Information Engineering, Mianyang Teachers' College, Mianyang 621000, China
  • 2Key Laboratory of IOT Security at Mianyang Teachers' College of Sichuan Province, Mianyang 621000, China
  • 3School of Information Engineering, Southwest University of Science and Technology, Mianyang 621010, China
  • 4School of Mechanical Engineering, Guilin University of Aerospace Technology, Guilin 541004, China
    • show less
    DOI: 10.3788/IRLA20240455 Cite this Article
    Jing HE, Quancheng LIU, Zhonggang XIONG, Linyu CHEN. Determination of copper content in raw ores via laser-induced breakdown spectroscopy with generalized linear model[J]. Infrared and Laser Engineering, 2025, 54(2): 20240455 Copy Citation Text show less
    References

    [1] SHAH S K HUSSAIN, J IQBAL, P AHMAD et al. Laser induced breakdown spectroscopy methods and applications: A comprehensive review. Radiat Phys Chem, 170, 108666(2020).

    [2] W MA, M DONG, Y HUANG et al. Quantitative analysis method of unburned carbon content of fly ash by laser-induced breakdown spectroscopy. Infrared and Laser Engineering, 50, 20200441(2021).

    [3] Y YANG, L ZHANG, X HAO et al. Classification of iron ore based on machine learning and laser induced breakdown spectroscopy. Infrared and Laser Engineering, 50, 20200490(2021).

    [4] Y MOON, J H HAN, S SHIN et al. Elemental analysis of tissue pellets for the differentiation of epidermal lesion and normal skin by laser-induced breakdown spectroscopy. Biomedical Optics Express, 7, 1626-1636(2016).

    [5] J PENG, Y HE, J JIANG et al. High-accuracy and fast determination of chromium content in rice leaves based on collinear dual-pulse laser-induced breakdown spectroscopy and chemometric methods. Food Chemistry, 295, 327-333(2019).

    [6] J GUO, Y LU, K CHENG et al. Development of a compact underwater laser-induced breakdown spectroscopy (LIBS) system and preliminary results in sea trials. Applied Optics, 56, 8196-8200(2017).

    [7] V K SINGH, D K TRIPATHI, X MAO et al. Elemental mapping of lithium diffusion in doped plant leaves using Laser-Induced Breakdown Spectroscopy (LIBS). Applied Spectroscopy, 73, 387-394(2019).

    [8] L SUN, H YU. Correction of self-absorption effect in calibration-free laser-induced breakdown spectroscopy by an internal reference method. Talanta, 79, 388-395(2009).

    [9] J HOU, L ZHANG, Y ZHAO et al. Resonance/non-resonance doublet-based self-absorption-free LIBS for quantitative analysis with a wide measurement range. Optics Express, 27, 3409-3421(2019).

    [10] G H CAVALCANTI, D V TEIXEIRA, S LEGNAIOLI et al. One-point calibration for calibration-free laser-induced breakdown spectroscopy quantitative analysis. Spectrochim Acta B, 87, 51-56(2013).

    [11] ANDRADE D FERNANDES, E R PEREIRA-FILHO, D AMARASIRIWARDENA. Current trends in laser-induced breakdown spectroscopy: a tutorial review. Applied Spectroscopy Reviews, 56, 98-114(2021).

    [12] A K SHAIK, N R EPURU, H SYED et al. Femtosecond laser induced breakdown spectroscopy based standoff detection of explosives and discrimination using principal component analysis. Optics Express, 26, 8069-8083(2018).

    [13] H LI, M HUANG, H XU. High accuracy determination of copper in copper concentrate with double genetic algorithm and partial least square in laser-induced breakdown spectroscopy. Optics Express, 28, 2142-2155(2020).

    [14] A E HOERL, R W KENNARD. Ridge regression: biased estimation for nonorthogonal problems. Technometrics, 42, 80-86(2000).

    [15] H ZOU, T HASTIE. Regularization and variable selection via the elastic net. J R Statist Soc B, 67, 301-320(2005).

    [16] R TIBSHIRANI. Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58, 267-288(1996).

    Abstract
    Get PDF(in Chinese)
    Figures&Tables (11)
    Equations (6)
    References (16)
    Get Citation
    Copy Citation Text
    Jing HE, Quancheng LIU, Zhonggang XIONG, Linyu CHEN. Determination of copper content in raw ores via laser-induced breakdown spectroscopy with generalized linear model[J]. Infrared and Laser Engineering, 2025, 54(2): 20240455
    Download Citation
    Tools
    Share
    Save the article for my favorites
    Paper Information
    Recommended Topics
    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology