• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 6, 1798 (2022)
Yao-yao CAO1、*, Xia LI1、1;, Jun-peng BAI2、2; 4;, Wei XU2、2; 4;, Ying NI3、3; *;, Chuang DONG2、2; 4;, Hong-li ZHONG5、5;, and Bin LI2、2; 4; *;
Author Affiliations
  • 11. School of Mechanical Engineering, Tianjin University of Technology, Tianjin 300384, China
  • 22. Beijing Research Center of Intelligent Equipment for Agriculture, Beijing 100097, China
  • 33. Beijing Sustainable Development Center, Beijing 100101, China
  • 55. Forestry Bureau of Juye County Heze City, Shandong Province, Heze 274000, China
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    DOI: 10.3964/j.issn.1000-0593(2022)06-1798-06 Cite this Article
    Yao-yao CAO, Xia LI, Jun-peng BAI, Wei XU, Ying NI, Chuang DONG, Hong-li ZHONG, Bin LI. Study on Qualitative and Quantitative Detection of Pefloxacin and Fleroxacin Veterinary Drugs Based on THz-TDS Technology[J]. Spectroscopy and Spectral Analysis, 2022, 42(6): 1798 Copy Citation Text show less
    Flowchart of the experimental process
    Fig. 1. Flowchart of the experimental process
    Terahertz spectra of pure substances(a): Time domain spectrum; (b): Frequency domain spectrum;(c): Absorption spectrum
    Fig. 2. Terahertz spectra of pure substances
    (a): Time domain spectrum; (b): Frequency domain spectrum;(c): Absorption spectrum
    Absorption coefficient of binary mixture(a): Pefloxacin-fish meal feeds; (b): Fleroxacin-fish meal feeds
    Fig. 3. Absorption coefficient of binary mixture
    (a): Pefloxacin-fish meal feeds; (b): Fleroxacin-fish meal feeds
    Qualitative discrimination results(a): Discrimination results of SVM model;(b): Discrimination results of BPNN model
    Fig. 4. Qualitative discrimination results
    (a): Discrimination results of SVM model;(b): Discrimination results of BPNN model
    The best prediction model measures and predicts the concentration scatter diagram(a): Pefloxacin-fish meal feeds;(b): Fleroxacin-fish meal feeds
    Fig. 5. The best prediction model measures and predicts the concentration scatter diagram
    (a): Pefloxacin-fish meal feeds;(b): Fleroxacin-fish meal feeds
    一元纯净物二元混合物
    培氟沙星-鱼粉氟罗沙星-鱼粉
    样品种类测量次
    数/样品
    样品
    浓度/%
    总测量
    次数
    样品
    浓度/%
    总测量
    次数
    聚乙烯粉33939
    5959
    109109
    鱼粉基质3159159
    209209
    259259
    309309
    359359
    409409
    培氟沙星3459459
    509509
    559559
    氟罗沙星3609609
    659659
    709709
    759759
    809809
    Table 1. Experimental sample preparation information
    建模方法精确率
    /%
    召回率
    /%
    准确率
    /%
    F1得分
    /%
    SPA-SVM97.2297.0697.0697.06
    SPA-BPNN96.0896.0896.0896.08
    Table 2. Evaluation index of qualitative discrimination results
    混合物建模方法RcRMSECRpRMSEP
    培氟沙星-
    鱼粉
    全谱-PLSR0.986 00.041 40.984 80.040 0
    SPA-BPNN0.994 90.001 60.984 90.009 5
    SPA-MLR0.989 30.036 20.983 20.041 3
    氟罗沙星-
    鱼粉
    全谱-PLSR0.960 70.068 90.952 70.069 3
    SPA-BPNN0.989 00.001 90.961 90.017 6
    SPA-MLR0.990 10.034 90.982 70.040 6
    Table 3. Quantitative detection results of binary mixture
    Yao-yao CAO, Xia LI, Jun-peng BAI, Wei XU, Ying NI, Chuang DONG, Hong-li ZHONG, Bin LI. Study on Qualitative and Quantitative Detection of Pefloxacin and Fleroxacin Veterinary Drugs Based on THz-TDS Technology[J]. Spectroscopy and Spectral Analysis, 2022, 42(6): 1798
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