• Laser & Optoelectronics Progress
  • Vol. 56, Issue 20, 203001 (2019)
Bin Li*, Xiuyang Du, Yande Liu, and Jun Hu
Author Affiliations
  • School of Mechatronics & Vehicle Engineering, East China Jiaotong University, Nanchang, Jiangxi 330013, China
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    DOI: 10.3788/LOP56.203001 Cite this Article Set citation alerts
    Bin Li, Xiuyang Du, Yande Liu, Jun Hu. Detection Research of Seed Potato Starch in Kudzu Using Terahertz Time-Domain Spectroscopy[J]. Laser & Optoelectronics Progress, 2019, 56(20): 203001 Copy Citation Text show less
    Block diagram of terahertz time domain spectrometer
    Fig. 1. Block diagram of terahertz time domain spectrometer
    (a) Absorption spectra of four classes of seed potato starch samples; (b) absorption spectra of partial samples
    Fig. 2. (a) Absorption spectra of four classes of seed potato starch samples; (b) absorption spectra of partial samples
    Tendency chart of RMSE with principal component factor in qualitative prediction model
    Fig. 3. Tendency chart of RMSE with principal component factor in qualitative prediction model
    Scatter plots of classified variables and predicted values for four samples
    Fig. 4. Scatter plots of classified variables and predicted values for four samples
    Tendency chart of RMSE with principal component factor in quantitative prediction model
    Fig. 5. Tendency chart of RMSE with principal component factor in quantitative prediction model
    PLS predicted seed potato starch content scatter plot
    Fig. 6. PLS predicted seed potato starch content scatter plot
    LS-SVM predicted seed potato starch content scatter plot
    Fig. 7. LS-SVM predicted seed potato starch content scatter plot
    Sample numberMass fraction /%NumberSample numberMass fraction /%Number
    10832020
    210204308
    Table 1. Four classes of seed potato starch sample concentration
    SamplenumberMass fraction /%SamplenumberMass fraction /%
    10.5912.5
    22.01014.0
    33.51115.5
    45.01217.0
    56.51318.5
    68.01420.0
    79.51530.0
    811.01640.0
    Table 2. Sixteen groups of seed potato starch sample concentration
    MethodRMSE /%R2
    PLS2.60.932
    LS-SVM1.60.957
    Table 3. Result contrast between PLS model and LS-SVM model
    Bin Li, Xiuyang Du, Yande Liu, Jun Hu. Detection Research of Seed Potato Starch in Kudzu Using Terahertz Time-Domain Spectroscopy[J]. Laser & Optoelectronics Progress, 2019, 56(20): 203001
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