• Chinese Journal of Ship Research
  • Vol. 19, Issue 5, 35 (2024)
Tianchen LI1, Yan'an ZHOU1, Zhiyong PEI2,3, and Weiguo WU2,3
Author Affiliations
  • 1School of Naval Architecture, Ocean and Energy Power Engineering, Wuhan University of Technology, Wuhan 430063, China
  • 2Green & Smart River-Sea-Going Ship, Cruise and Yacht Research Center, Wuhan University of Technology, Wuhan 430063, China
  • 3Hubei Province Engineering Research Center on Green & Smart River-Sea-Going Ship, Wuhan 430063, China
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    DOI: 10.19693/j.issn.1673-3185.03498 Cite this Article
    Tianchen LI, Yan'an ZHOU, Zhiyong PEI, Weiguo WU. Intelligent airflow control technology for microbubble drag reduction based on improved ant colony optimization algorithm[J]. Chinese Journal of Ship Research, 2024, 19(5): 35 Copy Citation Text show less
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    参数数值
    垂线间长/m5.50
    船宽/m0.95
    型深/m0.51
    吃水/m0.26
    Table 1. Main dimensions
    蚁群算法遗传算法粒子群算法
    参数符号参数符号参数符号
    蚁群大小m种群大小m粒子群大小m
    信息启发因子$ \alpha $染色体长度l个体学习因子$ {c}_{1} $
    期望启发因子$ \beta $交叉概率$ {p}_{\mathrm{c}} $社会学习因子$ {c}_{2} $
    信息挥发因子$ \rho $变异概率$ {p}_{\mathrm{m}} $最大速度系数$ {v}_{\mathrm{m}} $
    速度惯性权重$ \mathrm{\omega } $
    Table 2. Comparison of the number of algorithm's parameters for multi-modal function optimization problem
    航速/(m·s−1)理想最佳气流量/(L·min−1调控最佳气流量/(L·min−1调控误差/%调控减阻率/%
    0.730.920.931.112.70
    0.850.850.883.57.82
    0.980.710.721.46.08
    Table 3. Airflow control effect
    Tianchen LI, Yan'an ZHOU, Zhiyong PEI, Weiguo WU. Intelligent airflow control technology for microbubble drag reduction based on improved ant colony optimization algorithm[J]. Chinese Journal of Ship Research, 2024, 19(5): 35
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