Chinese Journal of Lasers, Volume. 49, Issue 18, 1811002(2022)

Detection of Diesel Proportion Using Three-Dimensional Fluorescence Spectrum and 2DPCA-SSA-GRNN

Xiaoyu Chen1, Yaxin Du1, Yaru Liu2, and Deming Kong2、*
Author Affiliations
  • 1School of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, Hebei, China
  • 2School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, Hebei, China
  • show less
    References(13)

    [1] Zhang Z Q[D]. Research on high efficiency combustion and low emission of marine engine fueled with biodiesel(2019).

    [2] Zhang Y L, Meng F F, Wang J X et al. Global and China’s development status of biodiesel industry[J]. Modern Chemical Industry, 39, 9-14(2019).

    [3] Mazivila S J. Trends of non-destructive analytical methods for identification of biodiesel feedstock in diesel-biodiesel blend according to European Commission Directive 2012/0288/EC and detecting diesel-biodiesel blend adulteration: a brief review[J]. Talanta, 180, 239-247(2018).

    [4] Zhao X T, Che X G, Wang S T et al. Rapid detection of quinolones in water based on fluorescence spectrometry and BLLS/RBL[J]. Acta Optica Sinica, 40, 0930001(2020).

    [5] Huang Y, Zhao N J, Meng D S et al. Analysis on three-dimensional fluorescence spectra of PAHs in soil using non-smooth non-negative matrix factorization[J]. Chinese Journal of Lasers, 47, 1011002(2020).

    [6] Wang S T, Zhan S J, Liu S Y et al. Classification and identification of sex hormones by three-dimensional fluorescence spectroscopy combined with ICSO-SVM[J]. Acta Optica Sinica, 41, 1030004(2021).

    [7] Cheng Z, Zhao N J, Yin G F et al. Identification of algae community discrete three-dimensional fluorescence spectrum based on SWTATLD[J]. Acta Optica Sinica, 41, 1430001(2021).

    [8] Shen J Y, Han Y Z, Chang S J et al. Neural network analysis and application of nonlinear fluorescence spectra[J]. Acta Optica Sinica, 24, 1000-1003(2004).

    [9] Wang S T, Chen D Y, Wei M et al. Application of fluorescence spectroscopy and PSO-BP neural network in the detection of potassium sorbate concentration[J]. Chinese Journal of Lasers, 42, 0515004(2015).

    [10] Wang S T, Chen D Y, Wang X L et al. Detection of polycyclic aromatic hydrocarbons combining fluorescence analysis with ABC-BP neural network[J]. Chinese Journal of Lasers, 42, 1115001(2015).

    [11] Yang J, Zhang D, Frangi A F et al. Two-dimensional PCA: a new approach to appearance-based face representation and recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26, 131-137(2004).

    [12] Wu X J, Cui Y Y, Pan Z et al. 3D fluorescence spectra combined with Zernike image moments for rapid identification of doping sesame oil[J]. Spectroscopy and Spectral Analysis, 38, 2456-2461(2018).

    [13] Xue J K, Shen B. A novel swarm intelligence optimization approach: sparrow search algorithm[J]. Systems Science & Control Engineering, 8, 22-34(2020).

    Tools

    Get Citation

    Copy Citation Text

    Xiaoyu Chen, Yaxin Du, Yaru Liu, Deming Kong. Detection of Diesel Proportion Using Three-Dimensional Fluorescence Spectrum and 2DPCA-SSA-GRNN[J]. Chinese Journal of Lasers, 2022, 49(18): 1811002

    Download Citation

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

    Category: spectroscopy

    Received: Dec. 24, 2021

    Accepted: Feb. 21, 2022

    Published Online: Jul. 28, 2022

    The Author Email: Kong Deming (demingkong@ysu.edu.cn)

    DOI:10.3788/CJL202249.1811002

    Topics