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Unsteady aerodynamic models for agile flight at low Reynolds numbers.

机译:低雷诺数下敏捷飞行的非稳态空气动力学模型。

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摘要

This work develops low-order models for the unsteady aerodynamic forces on a wing in response to agile maneuvers at low Reynolds number. Model performance is assessed on the basis of accuracy across a range of parameters and frequencies as well as of computational efficiency and compatibility with existing control techniques and flight dynamic models. The result is a flexible modeling procedure that yields accurate, low-dimensional, state-space models. The modeling procedures are developed and tested on direct numerical simulations of a two-dimensional flat plate airfoil in motion at low Reynolds number, Re=100, and in a wind tunnel experiment at the Illinois Institute of Technology involving a NACA 0006 airfoil pitching and plunging at Reynolds number Re=65,000. In both instances, low-order models are obtained that accurately capture the unsteady aerodynamic forces at all frequencies. These cases demonstrate the utility of the modeling procedure developed in this thesis for obtaining accurate models for different geometries and Reynolds numbers.;Linear reduced-order models are constructed from either the indicial response (step response) or realistic input/output maneuvers using a flexible modeling procedure. The method is based on identifying stability derivatives and modeling the remaining dynamics with the eigensystem realization algorithm. A hierarchy of models is developed, based on linearizing the flow at various operating conditions. These models are shown to be accurate and efficient for plunging, pitching about various points, and combined pitch and plunge maneuvers, at various angle of attack and Reynolds number. Models are compared against the classical unsteady aerodynamic models of Wagner and Theodorsen over a large range of Strouhal number and reduced frequency for a baseline comparison. Additionally, state-space representations are developed for Wagner's and Theodorsen's models, making them compatible with modern control-system analysis.;A number of computational tools are developed throughout this work. Highly unsteady maneuvers are visualized using finite-time Lyapunov exponent fields, which highlight separated flows and wake structures. A new fast method of computing these fields is presented. In addition, we generalize the immersed boundary projection method computations to use a moving base flow, which allows for the simulation of complex geometries undergoing large motions with up to an order of magnitude speed-up.;The methods developed in this thesis provide a systematic approach to identify unsteady aerodynamic models from analytical, numerical, or experimental data. The resulting models are shown to be reduced-order models of the linearized Navier-Stokes equations that are expressed in state-space form, and they are, therefore, both efficient and accurate. The specific form of the model, which separates added-mass forces, quasi-steady lift, and transient forces, guarantees that the resulting models are accurate over the entire range of frequencies. Finally, the models are low-dimensional linear systems of ordinary differential equations, so that they are compatible with existing flight dynamic models as well as a wealth of modern control techniques.
机译:这项工作针对低雷诺数下的敏捷机动开发了机翼上非定常空气动力的低阶模型。模型性能的评估是基于一系列参数和频率的准确性,计算效率以及与现有控制技术和飞行动力学模型的兼容性。结果是灵活的建模过程,可生成准确的低维状态空间模型。在低雷诺数Re = 100下运动的二维平板翼型的直接数值模拟以及在伊利诺伊理工学院进行的涉及NACA 0006翼型俯仰和俯冲的风洞实验中,对建模程序进行了开发和测试。雷诺数Re = 65,000。在这两种情况下,均获得了低阶模型,该模型可以精确捕获所有频率下的不稳定空气动力。这些案例证明了本文开发的建模程序对于获得不同几何形状和雷诺数的精确模型的实用性。线性降阶模型是通过使用灵活的独立响应(阶跃响应)或实际输入/输出操作构建的建模程序。该方法基于识别稳定性导数并使用特征系统实现算法对其余动力学建模。基于各种操作条件下的流量线性化,开发了模型层次结构。这些模型显示出在各种迎角和雷诺数下,能够准确有效地进行俯冲,围绕各个点的俯仰以及组合的俯仰和俯冲演习。在较大的Strouhal数和降低的频率范围内,将模型与Wagner和Theodorsen的经典非稳态空气动力学模型进行比较,以进行基线比较。此外,还为瓦格纳模型和西奥多森模型开发了状态空间表示法,使其与现代控制系统分析兼容。在整个研究过程中,开发了许多计算工具。使用有限时间Lyapunov指数场可以看到高度不稳定的演习,该场突出显示分离的流和尾流结构。提出了一种计算这些字段的新的快速方法。此外,我们将沉浸式边界投影方法的计算推广到使用移动基流,从而可以模拟经历大运动的复杂几何形状,并且可以加速一个数量级。本论文开发的方法提供了系统的方法从分析,数值或实验数据中识别不稳定空气动力学模型的方法。结果模型显示为以状态空间形式表示的线性化Navier-Stokes方程的降阶模型,因此它们既高效又准确。该模型的特定形式将附加的质量力,准稳态升力和瞬态力分开,从而保证了所得模型在整个频率范围内都是准确的。最后,这些模型是常微分方程的低维线性系统,因此它们与现有的飞行动力学模型以及多种现代控制技术兼容。

著录项

  • 作者

    Brunton, Steven L.;

  • 作者单位

    Princeton University.;

  • 授予单位 Princeton University.;
  • 学科 Engineering Aerospace.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 208 p.
  • 总页数 208
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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