CFD-PID方法的仿生鱼群运动控制研究
作者:
作者单位:

1.哈尔滨工程大学 船舶工程学院;2.哈尔滨工程大学青岛创新发展中心

基金项目:

强机动态仿生鲀鱼多柔性鱼鳍-鱼体耦合推进机理研究,国家自然科学基金项目(面上项目,重点项目,重大项目)


Research on the Control of Bio-Inspired Fish Swimming Motion with CFD-PID Method
Author:
Affiliation:

Qingdao Innovation and Development Base of Harbin Engineering University,Qingdao

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    摘要:

    相比传统螺旋桨推进方式,水下仿生推进更具灵活性,效率更高,并且对环境干扰较小。鱼群游动可以为群体中的个体提供许多生物学优势,同样仿生鱼群中的个体也可以在运动速度和效率上获得明显益处。串联排列的仿生鱼群中,后鱼通过主动控制身体摆动从前鱼尾流场获益。本文在直接求解不可压N-S方程并运用牛顿第二定律的基础上,嵌入PID控制算法,构建CFD-PID求解器可模拟在串联排列中后鱼通过主动控制身体摆幅下的仿生鱼群自推进运动。通过PID动态调节摆幅间接实现对速度的控制,寻求合适的控制参数,最终实现仿生鱼群中后鱼从静止到达到稳定速度的过程,同时对涡量场、仿生鱼群的速度变化进行分析。研究结果表明,通过PID控制的仿生鱼群中,合理的控制参数,可以使鱼群中任意仿生鱼更加精准快速地达到预定的收敛速度。

    Abstract:

    Compared with traditional propeller propulsion, bionic propulsion has the advantages of flexibility, high efficiency, and low environmental interference for underwater motion. The movement of fish schools can provide many biological advantages to individual fish, including increased food supply and reduced risk of predators. Similarly, individual fish in a bionic school can also benefit from significant improvements in speed and efficiency. In a tandem arranged bionic school, the rear fish can benefit from active body oscillation control from the wake field of the front fish. Based on the solution of the incompressible Navier-Stokes equations and Newton's second law, this paper embeds a PID control algorithm to construct a CFD-PID solver that can simulate the self-propelled movement of a bionic fish school through active body oscillation control in a tandem arranged configuration. By dynamically adjusting the oscillation angle indirectly to control the speed through PID, suitable control parameters are sought to achieve the process of the rear fish in the bionic fish school moving from rest to a stable speed, while analyzing the vorticity field and the speed changes of the bionic fish school. The research results show that, with the use of PID control, the appropriate control parameters can enable any bionic fish in the school to more accurately and quickly reach the converged speed.

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  • 收稿日期:2025-02-20
  • 最后修改日期:2025-03-06
  • 录用日期:2025-03-12
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