• Opto-Electronic Engineering
  • Vol. 49, Issue 6, 210437 (2022)
Ming Cao1, Ming Kong1、*, Ruolin Liu1, and Liang Shan2
Author Affiliations
  • 1College of Metrology and Measurement Engineering, China Jiliang University, Hangzhou, Zhejiang 310018, China
  • 2College of Information Engineering, China Jiliang University, Hangzhou, Zhejiang 310018, China
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    DOI: 10.12086/oee.2022.210437 Cite this Article
    Ming Cao, Ming Kong, Ruolin Liu, Liang Shan. Research on dual-wavelength measurement model for bubble flow detection[J]. Opto-Electronic Engineering, 2022, 49(6): 210437 Copy Citation Text show less
    Experimental system of gas-liquid two-phase flow
    Fig. 1. Experimental system of gas-liquid two-phase flow
    Full liquid phase pipeline section
    Fig. 2. Full liquid phase pipeline section
    Schematic diagram of ray tracing when there are bubbles in the pipe section
    Fig. 3. Schematic diagram of ray tracing when there are bubbles in the pipe section
    Comparison of light intensity distributions (e~l) under different bubble phase distribution parameters (a~d). (a) All water; (b) (0,0,1); (c) (0,0,1.5); (d) (0.2,0.2,1.5)
    Fig. 4. Comparison of light intensity distributions (e~l) under different bubble phase distribution parameters (a~d). (a) All water; (b) (0,0,1); (c) (0,0,1.5); (d) (0.2,0.2,1.5)
    Schematic diagram of the parameter identification method
    Fig. 5. Schematic diagram of the parameter identification method
    Comparison of prediction results. (a) Single-wavelength; (b) Dual-wavelength
    Fig. 6. Comparison of prediction results. (a) Single-wavelength; (b) Dual-wavelength
    Experimental setup
    Fig. 7. Experimental setup
    Bubble flow. (a) x position; (b) y position
    Fig. 8. Bubble flow. (a) x position; (b) y position
    Bubble radius distribution
    Fig. 9. Bubble radius distribution
    Single wavelengthDual-wavelength
    Mean absolute error ε/mm Mean square error σ/mm Probability within ± 5% error γ5/% Mean absolute error ε/mm Mean square error σ/mm Probability within ± 5% error γ5/%
    Bubble center x coordinate 0.02870.00170.75560.01860.00110.8895
    Bubble center y coordinate 0.02760.00190.79500.01790.00090.8611
    Bubble size r0.01000.00040.84250.00710.00030.8989
    Table 1. Comparison of accuracy of single-wavelength and dual-wavelength prediction results
    Ming Cao, Ming Kong, Ruolin Liu, Liang Shan. Research on dual-wavelength measurement model for bubble flow detection[J]. Opto-Electronic Engineering, 2022, 49(6): 210437
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