• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 1, 136 (2021)
Pei-chao ZHENG*, Wei-neng ZHAO, Jin-mei WANG, Chun-hong LAI, Xiao-fa WANG, and Xue-feng MAO
Author Affiliations
  • Chongqing Municipal Level Key Laboratory of Photoelectronic Information Sensing and Transmitting Technology, College of Optoelectronic Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
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    DOI: 10.3964/j.issn.1000-0593(2021)01-0136-05 Cite this Article
    Pei-chao ZHENG, Wei-neng ZHAO, Jin-mei WANG, Chun-hong LAI, Xiao-fa WANG, Xue-feng MAO. Detection of COD UV Absorption Spectra Based on PSO-PLS Hybrid Algorithm[J]. Spectroscopy and Spectral Analysis, 2021, 41(1): 136 Copy Citation Text show less
    Schematic diagram of the experimental setup
    Fig. 1. Schematic diagram of the experimental setup
    Ultraviolet absorption spectrum of standard solution
    Fig. 2. Ultraviolet absorption spectrum of standard solution
    Particle swarm algorithm flowchart
    Fig. 3. Particle swarm algorithm flowchart
    Correlation between predicted value and true value
    Fig. 4. Correlation between predicted value and true value
    Trend graph of fitness function
    Fig. 5. Trend graph of fitness function
    Comparison of relative error between four prediction models
    Fig. 6. Comparison of relative error between four prediction models
    建模方法相关系数r均方根误差
    iPLS0.999 970.622 6
    PLS0.999 901.180 9
    SVR0.999 321.725 3
    PSO-PLS0.999 980.155 1
    Table 1. Comparison of four modeling methods
    Pei-chao ZHENG, Wei-neng ZHAO, Jin-mei WANG, Chun-hong LAI, Xiao-fa WANG, Xue-feng MAO. Detection of COD UV Absorption Spectra Based on PSO-PLS Hybrid Algorithm[J]. Spectroscopy and Spectral Analysis, 2021, 41(1): 136
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