Spectroscopy and Spectral Analysis, Volume. 41, Issue 7, 1998(2021)

Application Progress of Artificial Neural Network in Laser-Induced Breakdown Spectral Data Analysis

Wen-ya ZHAO1、*, Hong MIN2、2;, Shu LIU2、2; *;, Ya-rui AN1、1; *;, and Jin YU3、3;
Author Affiliations
  • 11. College of Science, University of Shanghai for Science and Technology, Shanghai 200093, China
  • 22. Technical Center for Industrial Product and Raw Material Inspection and Testing, Shanghai Customs, Shanghai 200135, China
  • 33. School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China
  • show less
    References(35)

    [1] J Fortes F, P Lucena, J Moros et al. Analytical Chemistry, 85, 640(2013).

    [2] J Qi, C Yan, T Zhang et al. Journal of Analytical Atomic Spectrometry, 32, 1960(2017).

    [5] D Amarasiriwardena, F Andrade D, R Pereira-Filho E. Applied Spectroscopy Reviews, 56, 98(2021).

    [6] D Dong, X Fu, G Li. Frontiers in Physics, 8, 68(2020).

    [7] B Guo L, M Guo Y, M Li J et al. Frontiers of Physics, 11, 114212(2016).

    [8] Y Hu, Z Li, T Lu. Journal of Analytical Atomic Spectrometry, 32, 2263(2017).

    [9] S Chen, N Cowan C, M Grant P. IEEE Transactions on Neural Networks, 2, 302(1991).

    [11] JND Gupta, G Huang, S Song et al. IEEE Transactions on Cybernetics, 44, 2405(2014).

    [12] J Chen, S Chen, J Pisonero et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 166, 105801(2020).

    [13] J Alvarez, A Kumar Myakalwar, M Velasquez et al. Journal of Analytical Atomic Spectrometry, 34, 2459(2019).

    [14] C Li, S Liu, Y Yang et al. Analytical Methods, 12, 1316(2020).

    [15] Y Hu, Z Li, T Lu et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 143, 55(2018).

    [16] Y Ding, F Yan, G Yang et al. Analytical Methods, 10, 1074(2018).

    [18] B Campanella, E Grifoni, S Legnaioli et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 134, 52(2017).

    [19] J Hu, H Kong, L Sun et al. Plasma Science & Technology, 17, 964(2015).

    [20] J He, Y Liu, C Pan et al. Applied Spectroscopy, 73, 678(2019).

    [21] L Guo, J Li, K Li et al. Applied Optics, 56, 935(2017).

    [22] L Guo, C Li, K Li et al. Journal of Analytical Atomic Spectrometry, 30, 1623(2015).

    [23] E D'Andrea, E Grifoni, S Pagnotta et al. Applied Physics B: Lasers and Optics, 118, 353(2015).

    [24] A Gondal M, O Owolabi T. Journal of Intelligent & Fuzzy Systems, 35, 6277(2018).

    [25] P Chen, X Li, X Wang et al. Sensors, 19, 1087(2019).

    [26] S-K Oh, S-B Park, S-B Roh et al. Journal of Material Cycles and Waste Management, 20, 1934(2018).

    [27] K Gundawar M, R Junjuri. Journal of Analytical Atomic Spectrometry, 34, 1683(2019).

    [28] J Dong, J Wei, T Zhang et al. Analytical Methods, 8, 1674(2016).

    [29] Z Lu, J Mo, S Yao et al. Energy & Fuels, 31, 3849(2017).

    [30] J Ma, J Qi, C Yan et al. Chemometrics and Intelligent Laboratory Systems, 167, 226(2017).

    [31] C Du, F Ma, X Xu et al. Geoderma, 355, 113905(2019).

    [32] X Jiang, C Lu, B Wang et al. Plasma Science & Technology, 21, 034014(2019).

    [34] L Gao, C Sun, Y Tian et al. Scientific Reports, 9, 11363(2019).

    [35] J Peng, T Shen, L Ye et al. Transactions of the ASABE, 61, 821(2018).

    [36] F Liu, T Shen, J Wang et al. Transactions of the ASABE, 62, 123(2019).

    [37] X Feng, Y He, X Liu. Renewable Energy, 143A, 176(2019).

    [38] S Manzoor, J Tornero-Lopez, L Ugena et al. Talanta, 155, 101(2016).

    [39] M Mazura, D Prochazka, O Samek et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 139, 6(2018).

    [40] S Chen, Y Tan, W Xu et al. Journal of Analytical Atomic Spectrometry, 35, 1641(2020).

    CLP Journals

    [1] LIU Shu, JIN Yue, SU Piao, MIN Hong, AN Ya-rui, WU Xiao-hong. Determination of Calcium, Magnesium, Aluminium and Silicon Content in Iron Ore Using Laser-Induced Breakdown Spectroscopy Assisted by Variable Importance-Back Propagation Artificial Neural Networks[J]. Spectroscopy and Spectral Analysis, 2023, 43(10): 3132

    Tools

    Get Citation

    Copy Citation Text

    Wen-ya ZHAO, Hong MIN, Shu LIU, Ya-rui AN, Jin YU. Application Progress of Artificial Neural Network in Laser-Induced Breakdown Spectral Data Analysis[J]. Spectroscopy and Spectral Analysis, 2021, 41(7): 1998

    Download Citation

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

    Category: Research Articles

    Received: Jul. 15, 2020

    Accepted: --

    Published Online: Sep. 8, 2021

    The Author Email: ZHAO Wen-ya (182692066@st.usst.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2021)07-1998-07

    Topics