Spectroscopy and Spectral Analysis, Volume. 42, Issue 1, 31(2022)

Water Quality Analysis Based on Terahertz Attenuated Total Reflection Technology

Qiu-hong CAO*, Hong-mei LIN, Wei ZHOU, Zhao-xin LI, Tong-jun ZHANG, Hai-qing HUANG, Xue-min LI, and De-hua LI*;
Author Affiliations
  • Qingdao Key Laboratory of Terahertz Technology, College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao 266590, China
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    Figures & Tables(7)
    A schematic diagram of the structure of the ATR, the incident angle θ is 51.6°, The refractive index of the silicon prism is 3.42
    Comparison of optical parameters of sea water A sample in the range of 0.2~1.0 THz(a): Refractive index; (b): Absorption coefficient; (c): Real part of dielectric constant; (d): Imaginary part of dielectric constant
    Optical parameter comparison of five samples in the range of 0.2~1.0 THz for purified water, tap water, river water, seawater A and seawater B(a): Refractive index; (b): Absorption coefficient; (c): Real part of dielectric constant; (d): Imaginary part of dielectric constant
    The scores of the optical parameters of purified water, tap water, river water, sea water A and sea water B in the range of 0.2~1.0 THz on the first and second principal components(a): Score of refractive index; (b): Score of absorption coefficient; (c): Score of dielectric constant real part; (d): Score of dielectric constant imaginary part
    The scores of the optical parameters of purified water, tap water, river water, sea water A and sea water B in the range of 0.2~1.0 THz on the first three principal components(a): Score of refractive index; (b): Score of absorption coefficient;(c): Score of dielectric constant real part; (d): Score of dielectric constant imaginary part
    Fitness curve of PSO(optimal parameter c=3.154 9, g=12.589)
    • Table 1. Comparison of three optimization methods of PCA-SVM combined with GA, Gridsearch and PSO

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      Table 1. Comparison of three optimization methods of PCA-SVM combined with GA, Gridsearch and PSO

      优化方法最优参
      c
      最优参
      g
      种群
      数量
      迭代
      次数
      训练集
      准确率
      /%
      测试集
      准确率
      /%
      遗传算法1.675 45.966 52020010099.5
      网格搜索法1.414 222020010099.0
      粒子群算法3.154 912.589 020200100100
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    Qiu-hong CAO, Hong-mei LIN, Wei ZHOU, Zhao-xin LI, Tong-jun ZHANG, Hai-qing HUANG, Xue-min LI, De-hua LI. Water Quality Analysis Based on Terahertz Attenuated Total Reflection Technology[J]. Spectroscopy and Spectral Analysis, 2022, 42(1): 31

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    Paper Information

    Category: Research Articles

    Received: Dec. 29, 2020

    Accepted: --

    Published Online: Mar. 31, 2022

    The Author Email: Qiu-hong CAO (2224646549@qq.com)

    DOI:10.3964/j.issn.1000-0593(2022)01-0031-07

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