• Laser & Optoelectronics Progress
  • Vol. 57, Issue 13, 133002 (2020)
Zhikun Chen**, Rui Guo*, and Pengfei Cheng***
Author Affiliations
  • College of Electrical Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
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    DOI: 10.3788/LOP57.133002 Cite this Article Set citation alerts
    Zhikun Chen, Rui Guo, Pengfei Cheng. Application of LIF Technology-Based Spectral Feature Extraction in Oil Detection[J]. Laser & Optoelectronics Progress, 2020, 57(13): 133002 Copy Citation Text show less
    Experimental system structure
    Fig. 1. Experimental system structure
    Fluorescence spectra of 0# diesel. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Fig. 2. Fluorescence spectra of 0# diesel. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Fluorescence spectra of 95# gasoline. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Fig. 3. Fluorescence spectra of 95# gasoline. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Fluorescence spectra of kerosene. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Fig. 4. Fluorescence spectra of kerosene. (a) Contour plot; (b) excitation spectrum; (c) emission spectrum
    Cluster analysis tree of sensitive feature values
    Fig. 5. Cluster analysis tree of sensitive feature values
    Fitting curves of three oils between mass concentration and relative fluorescence intensity
    Fig. 6. Fitting curves of three oils between mass concentration and relative fluorescence intensity
    Sample No.StandarddeviationCenterdistanceKurtosiscoefficient
    14.35120.13743.5932
    25.83190.22943.7956
    36.11340.22193.6099
    45.25520.20333.8401
    55.89610.19463.9123
    63.83640.34721.4372
    73.82350.41381.5961
    82.88960.32741.7832
    94.18120.29451.8155
    103.65190.21291.6694
    111.96230.23672.1922
    122.22560.18512.4096
    131.78250.27112.3629
    142.47280.23622.2162
    152.56410.11532.7013
    162.17520.23812.2591
    173.37930.32541.6511
    182.58370.22892.5912
    194.02140.19423.8561
    205.85160.23743.6937
    Table 1. Characteristic parameters of fluorescence spectra
    SampleNo.Typeof oilMassconcentration /(mg·L-1)True massconcentration /(mg·L-1)
    16Kerosene7475
    17Gasoline910
    18Kerosene8585
    19Diesel65
    20Diesel6865
    Table 2. Mass concentration of unknown oil
    Zhikun Chen, Rui Guo, Pengfei Cheng. Application of LIF Technology-Based Spectral Feature Extraction in Oil Detection[J]. Laser & Optoelectronics Progress, 2020, 57(13): 133002
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