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Aerodynamic Shape Optimization for Natural Laminar Flow Using a Discrete-Adjoint Approach

机译:使用离散伴随方法的自然层流气动形状优化

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The design of natural-laminar-flow airfoils is demonstrated by high-fidelity, multipoint, aerodynamic shape optimization capable of efficiently incorporating and exploiting laminar-turbulent transition. First, a two-dimensional Reynolds-averaged Navier-Stokes (R.ANS) flow solver has been extended to incorporate an iterative laminar-turbulent transition prediction methodology. The natural transition locations due to Tollmien-Schlichting instabilities are predicted using the simplified e~N envelope method of Drela and Giles or alternatively, the compressible form of the Arnal-Habiballah-Delcourt criterion. The boundary-layer properties are obtained directly from the Navier-Stokes flow solution, and the transition to turbulent flow is modeled using an intermittency function in conjunction with the Spalart-Allmaras turbulence model. The RANS solver is subsequently employed in a gradient-based sequential quadratic programming shape optimization framework. The laminar-turbulent transition criteria are tightly coupled into the objective and gradient evaluations. The gradients are obtained using a new augmented discrete-adjoint formulation for non-local transition criteria. The aerodynamic design requirements are cast into a multipoint design optimization problem. A composite objective is defined using a weighted integral of the operating points. A Pareto front is also formed to study and quantify off-design performance. The proposed framework is applied to the single and multipoint optimization of subsonic and transonic airfoils, leading to robust natural-laminar-flow designs.
机译:天然层流翼型的设计通过高保真,多点,空气动力学形状优化得以证明,该优化能够有效地整合和利用层流湍流过渡。首先,二维Reynolds平均Navier-Stokes(R.ANS)流动求解器已得到扩展,以合并迭代层流湍流转换预测方法。使用Drela和Giles的简化e〜N包络方法或Arnal-Habiballah-Delcourt准则的可压缩形式,可以预测由于Tollmien-Schlichting不稳定性而导致的自然过渡位置。边界层的特性直接从Navier-Stokes流动解中获得,并使用间断函数结合Spalart-Allmaras湍流模型对湍流过渡进行建模。随后,在基于梯度的顺序二次规划形状优化框架中采用RANS求解器。层流湍流转换标准与客观评估和梯度评估紧密结合。使用针对非局部过渡条件的新的增强离散离散伴随公式获得梯度。空气动力学设计要求被纳入多点设计优化问题。使用操作点的加权积分定义一个复合目标。还形成了帕累托阵线,以研究和量化非设计性能。所提出的框架被应用于亚音速和跨音速机翼的单点和多点优化,从而实现了稳健的自然层流设计。

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