• Acta Optica Sinica
  • Vol. 41, Issue 14, 1429001 (2021)
Tongtong Mu1, Jin Shen1、aff***, Xinqiang Li1, Mengjie Wang1, Yajing Wang1, Wei Liu1, Xi Yuan1, Xiaohu Chen2, and Xinjun Zhu3
Author Affiliations
  • 1School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, Shandong 255049, China
  • 2School of Mechanical Engineering, Shandong University of Technology, Zibo, Shandong 255049, China
  • 3School of Artificial Intelligence, Tiangong University, Tianjin 300387, China
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    DOI: 10.3788/AOS202141.1429001 Cite this Article Set citation alerts
    Tongtong Mu, Jin Shen, Xinqiang Li, Mengjie Wang, Yajing Wang, Wei Liu, Xi Yuan, Xiaohu Chen, Xinjun Zhu. Velocity Limitation in Dynamic Light Scattering Measurement for Flowing Aerosols[J]. Acta Optica Sinica, 2021, 41(14): 1429001 Copy Citation Text show less
    PSD inversion results of 223 nm unimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    Fig. 1. PSD inversion results of 223 nm unimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    PSD inversion results of 687 nm unimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    Fig. 2. PSD inversion results of 687 nm unimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    PSD inversion results of 152/734 nm bimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    Fig. 3. PSD inversion results of 152/734 nm bimodal aerosol under different noise levels. (a) 0; (b) 10-5; (c) 10-3
    Experimental device for aerosol measurement
    Fig. 4. Experimental device for aerosol measurement
    Experimental results. (a) Intensity ACF and (b) inversion results of aerosol at different flow velocities
    Fig. 5. Experimental results. (a) Intensity ACF and (b) inversion results of aerosol at different flow velocities
    Condition number of kernel matrix corresponding to 687 nm aerosol at different flow velocities
    Fig. 6. Condition number of kernel matrix corresponding to 687 nm aerosol at different flow velocities
    PSI distributions of a 687 nm unimodal aerosol in corresponding ACF at different flow velocities
    Fig. 7. PSI distributions of a 687 nm unimodal aerosol in corresponding ACF at different flow velocities
    Simulated ACF of unimodal aerosols with different particle sizes at flow velocity of 2.1 m/s. (a) 223 nm; (b) 458 nm; (c) 687 nm
    Fig. 8. Simulated ACF of unimodal aerosols with different particle sizes at flow velocity of 2.1 m/s. (a) 223 nm; (b) 458 nm; (c) 687 nm
    Relationship among aerosol particle size, flow velocity,and diffusion translation characteristic time ratio
    Fig. 9. Relationship among aerosol particle size, flow velocity,and diffusion translation characteristic time ratio
    P /nma1μ1σ1a2μ2σ2(dmindmax) /nm
    2231.004.15.50--(2.01,700.01)
    6871.003.05.30--(400.01,1200.01)
    152/7340.359.85.70.65-4.84.8(2.01,1000.01)
    Table 1. Parameters and properties of the simulated PSDs
    P /nmVelocity /(m·s-1)010-510-3
    P /nmEPEFP /nmEPEFP /nmEPEF
    22302230.0000.0322230.0000.0372290.0270.043
    0.32230.0000.0322230.0000.0532230.0000.058
    0.62230.0000.0312170.0270.0722230.0000.080
    0.92230.0000.0452170.0270.1052230.0000.099
    1.22230.0000.0662170.0270.0802170.0270.119
    1.52170.0270.0932170.0270.1072170.0270.134
    1.82170.0270.1032110.0540.1172110.0540.145
    2.12060.0760.1332110.0540.1172060.0760.155
    68706870.0000.0276870.0000.0376800.0100.058
    0.36800.0100.0836800.0100.0946800.0100.083
    0.66670.0290.1286800.0100.0866730.0200.127
    0.96600.0390.1676600.0390.1666600.0390.169
    1.26400.0680.1836470.0580.1896270.0870.186
    1.56470.0580.185--0.209--0.208
    1.86330.0790.193--0.211--0.208
    2.16130.1080.197--0.205--0.199
    Table 2. Performance indices of the recovery of unimodal aerosol
    Velocity /(m·s-1)010-510-3
    P /nmEPEFP /nmEPEFP /nmEPEF
    0127/6840.164/0.0680.139127/6920.164/0.0570.12493/6010.388/0.1810.321
    0.3118/6670.224/0.0910.169127/6670.164/0.0910.15577/5590.493/0.2380.318
    0.6110/6170.276/0.1590.221110/6010.276/0.1810.21260/5090.605/0.3070.306
    0.993/5680.388/0.2260.19793/5430.388/0.2600.19960/4840.605/0.3410.261
    1.277/5180.507/0.2940.17677/5010.493/0.3170.176-/434-/0.4090.229
    1.585/5010.441/0.3170.17577/5010.493/0.3170.179-/401-/0.4540.258
    1.869/4350.546/0.4070.18069/4510.546/0.3860.179-/376-/0.4880.257
    2.169/3600.546/0.5100.176-/326-/0.5560.174-/360-/0.5100.258
    Table 3. Performance indices of 152/734 nm bimodal aerosol inversion results
    Velocity /(m·s-1)P /nmEP0EF0
    0143/7420.000/0.0000.000
    0.5102/6670.287/0.1010.099
    0.785/5340.406/0.2800.167
    1.135/-0.755/-0.154
    Table 4. Performance indices of aerosol inversion at different flow velocities
    Tongtong Mu, Jin Shen, Xinqiang Li, Mengjie Wang, Yajing Wang, Wei Liu, Xi Yuan, Xiaohu Chen, Xinjun Zhu. Velocity Limitation in Dynamic Light Scattering Measurement for Flowing Aerosols[J]. Acta Optica Sinica, 2021, 41(14): 1429001
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