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Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model

ZENG Jianan,  ZHU Qinghua,  WANG Kun,  ZHU Zhenhua,  SHEN Suiyuan

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文章导航 > 航空动力学报  > 2019 >  34(8): 1741-1750
ZENG Jianan, ZHU Qinghua, WANG Kun, ZHU Zhenhua, SHEN Suiyuan. Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model[J]. 航空动力学报, 2019, 34(8): 1741-1750. doi: 10.13224/j.cnki.jasp.2019.08.013
引用本文: ZENG Jianan, ZHU Qinghua, WANG Kun, ZHU Zhenhua, SHEN Suiyuan. Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model[J]. 航空动力学报, 2019, 34(8): 1741-1750. doi: 10.13224/j.cnki.jasp.2019.08.013
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ZENG Jianan, ZHU Qinghua, WANG Kun, ZHU Zhenhua, SHEN Suiyuan. Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model[J]. Journal of Aerospace Power, 2019, 34(8): 1741-1750. doi: 10.13224/j.cnki.jasp.2019.08.013
Citation: ZENG Jianan, ZHU Qinghua, WANG Kun, ZHU Zhenhua, SHEN Suiyuan. Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model[J]. Journal of Aerospace Power, 2019, 34(8): 1741-1750. doi: 10.13224/j.cnki.jasp.2019.08.013
shu

Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model

doi: 10.13224/j.cnki.jasp.2019.08.013

  • College of Aeronautics,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China

Aerodynamic optimization design of general parameters for cycloidal propeller in hover based on surrogate model

  • College of Aeronautics,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China

    摘要
  • 摘要: A surrogate-model-based aerodynamic optimization design method for cycloidal propeller in hover was proposed, in order to improve its aerodynamic efficiency, and analyze the basic criteria for its aerodynamic optimization design. The reliability and applicability of overset mesh method were verified. An optimization method based on Kriging surrogate model was proposed to optimize the geometric parameters for cycloidal propeller in hover with the use of genetic algorithm. The optimization results showed that the thrust coefficient was increased by 3.56%, the torque coefficient reduced by 12.05%, and the figure of merit (FM) increased by 19.93%. The optimization results verified the feasibility of this design idea. Although the optimization was only carried out at a single rotation speed, the aerodynamic efficiency was also significantly improved over a wide range of rotation speeds. The optimal configuration characteristics for micro and small-sized cycloidal propeller were: solidity of 0.2-0.22, maximum pitch angle of 25°-35°, pitch axis locating at 35%-45% of the blade chord length.

     

    Abstract: A surrogate-model-based aerodynamic optimization design method for cycloidal propeller in hover was proposed, in order to improve its aerodynamic efficiency, and analyze the basic criteria for its aerodynamic optimization design. The reliability and applicability of overset mesh method were verified. An optimization method based on Kriging surrogate model was proposed to optimize the geometric parameters for cycloidal propeller in hover with the use of genetic algorithm. The optimization results showed that the thrust coefficient was increased by 3.56%, the torque coefficient reduced by 12.05%, and the figure of merit (FM) increased by 19.93%. The optimization results verified the feasibility of this design idea. Although the optimization was only carried out at a single rotation speed, the aerodynamic efficiency was also significantly improved over a wide range of rotation speeds. The optimal configuration characteristics for micro and small-sized cycloidal propeller were: solidity of 0.2-0.22, maximum pitch angle of 25°-35°, pitch axis locating at 35%-45% of the blade chord length.

     

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    • 参考文献(22)
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出版历程
  • 收稿日期:  2018-12-25
  • 刊出日期:  2019-08-28

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