Acta Photonica Sinica, Volume. 50, Issue 5, 213(2021)

Application of Genetic Algorithm in Particle Size Measurement Technology Based on Forward Light Scattering

Jun DAI and Jianqi SHEN
Author Affiliations
  • Optical Particle Analysis Laboratory, College of Science, University of Shanghai for Science and Technology, Shanghai200093, China
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    Figures & Tables(12)
    Schematic of particle size measurement based on forward light scattering
    The variation trend of the best fitness value with genetic iteration
    The variation trend of the best fitness value with population scale
    The variation trend of the best fitness with crossover operator
    The variation trend of the best fitness value with mutation operator
    The change trend of curve error H with weight coefficient α
    Results of different particle groups inversed by genetic algorithm
    The curve error H of different particle groups
    Optimized genetic algorithm inversion results of different particle groups under different noise
    Particle size distribution inversed by optimized genetic algorithm of unimodal particle group
    Particle size distribution inversed by optimized genetic algorithm of bimodal particle system
    • Table 1. The setting of distribution parameters for different particle groups

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      Table 1. The setting of distribution parameters for different particle groups

      Distribution typeDistribution parameter(D¯/μm, lnσRatio
      Unimodal distribution(15.0, 0.16)1.0
      Bimodal distribution(15.0, 0.20);(40.0, 0.20)1.0∶1.0
      Trimodal distribution(12.0, 0.25);(30.0, 0.25);(80.0, 0.25)1.0∶1.0∶1.0
      Four peaks distribution(5.0, 0.22);(15.0, 0.18);(45.0, 0.18);(90.0, 0.18)1.0∶1.0∶1.0∶1.0
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    Jun DAI, Jianqi SHEN. Application of Genetic Algorithm in Particle Size Measurement Technology Based on Forward Light Scattering[J]. Acta Photonica Sinica, 2021, 50(5): 213

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Jan. 23, 2021

    Accepted: Mar. 1, 2021

    Published Online: Jun. 22, 2021

    The Author Email:

    DOI:10.3788/gzxb20215005.0512002

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