基于响应面法和MOGA的垂直弯曲水獭板欧拉角对水动力的影响

Gang Wang, R. Wan, Liu-yi Huang, F. Zhao, Xinxin Wang, Wenbin Zhu, Wang Lei, Qingchang Xu, Yuyan Li
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引用次数: 1

摘要

本文结合Kriging响应面法(KRSM)和多目标遗传算法(MOGA),采用数值模拟的方法,研究了垂直弯曲水板三个欧拉角(迎角(AOA)、纵倾角(AOT)、俯仰角(AOP)对水板阻力系数(Cd)、升力系数(Cl)、压力中心系数(Cp)的影响。为了验证基于数值模拟的响应面精度,进行了风洞试验。结果表明,AOA对Cd和Cl的影响显著,而AOT和AOP的影响较小。建议水獭板的工作姿势为内倾(0°~ 6°)和前倾(- 10°~ 0°),在不牺牲Cl的情况下提高升阻比。AOA和AOP对压力中心点位置的影响均小于AOA,且随AOA的增加而减小。此外,在临界AOA附近的水动力系数响应面可以很好地指示失速的发生。最后,选择了3个候选案例,满足了MOGA的高工作效率,与上述建议一致。该研究为响应面实验研究方法和水獭板欧拉角的配置提供了科学参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of Euler Angles of Vertical Cambered Otter Board on Hydrodynamics Based on Response Surface Methodology and MOGA
In this present work, effects of three Euler angles (Angle of Attack (AOA), Angle of Trim (AOT), Angle of Pitch (AOP)) of vertical cambered otter board on hydrodynamic characteristics (drag coefficient (Cd), lift coefficient (Cl), center-of-pressure coefficients (Cp)) were studied based on numerical simulation combined with Kriging Response Surface Methodology (KRSM) and Multi-Objective Genetic Algorithm (MOGA). Wind tunnel experiments were carried out to validate the accuracy of response surface based on numerical simulation. It was demonstrated that AOA had prominent effects on Cd and Cl, while AOT and AOP had less effects. The working posture of otter board were recommended to lean inwards (0°∼6°) and forward (−10°∼0°) to improve the lift-drag ratio without sacrificing Cl. The influences of AOT and AOP on positions of center-of-pressure point were less significant than that of AOA and decreasing with the increase of AOA. In addition, response surface of hydrodynamic coefficients around the critical AOA was a decent indicator of occurrence of stall. Finally, three candidate cases were selected to satisfy the high working efficiency by MOGA, which was consistent with the above recommendations. This study provided a scientific reference of response surface experimental investigations methodology and the configuration of Euler angles of otter board.
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