Analysis of Cavity Leakage Effects on Coupled Non-Axisymmetric Endwall-Airfoil Optimization in a Low-Speed Compressor Tandem Stator

Mattia Straccia, Samuele Giannini, V. Gümmer
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Abstract

This paper aims at describing the effects of the hub leakage flow on non-axisymmetric endwall contouring and airfoil optimization in a highly-loaded tandem vane, in order to give a better understanding of the potential of the approach, independently of the seal leakage. Since its first applications on highly-loaded compressor stages, it has been highlighted how the non-axisymmetric contouring can be effective in manipulating the secondary flow behavior close to the endwalls. Many cases have proven its positive influence on the flow field behavior for single and tandem vanes, drawing general guidelines for the preliminary design phase, thanks to the usage of optimization tools. An interesting question still to be addressed in a general sense is at which specific conditions designers should rely on endwall contouring and when they should not, considering the obvious additional manufacturing expenses associated. First studies on this subject, assumed the interchangeability of non-axisymmetric endwall contouring with radial stacking laws. Nowadays, fully 3D optimized airfoil geometries being state of the art, it appears evident that new general guidelines are needed. In this context, the influence of the hub leakage flow on the definition and effectiveness of the endwall contouring is investigated, isolating its beneficial influences, which will be described independently of the topology of the low momentum fluid present close to the endwalls. Therefore, the reference geometry is varied in mass leakage flow by varying the geometry of the cavity of the shrouded tandem stator arrangement. Then, the new configuration is optimized via non-axisymmetric endwall contouring and hub airfoil profile optimization, carried out by means of a meta-heuristic approach. The investigation based on total pressure losses and static polytropic efficiency will show the break-even point of the beneficial influence of the non-axisymmetric contour with respect to the reducing leakage mass flow. Moreover, the change of design strategies adopted by the optimizer among the different flow field configurations shall serve as a reference guide for every future design choice incorporating non-axisymmetric endwall contouring.
空腔泄漏对低速压气机串列定子非轴对称端壁-翼型耦合优化的影响分析
本文旨在描述轮毂泄漏流对高负荷串联叶片非轴对称端壁轮廓和翼型优化的影响,以便更好地了解该方法的潜力,独立于密封泄漏。自首次应用于高负荷压气机级以来,非轴对称轮廓如何有效地控制端壁附近的二次流行为一直是人们关注的焦点。由于使用了优化工具,许多案例已经证明了它对单叶和串叶流场行为的积极影响,为初步设计阶段提供了一般指导。从一般意义上讲,还有一个有趣的问题需要解决,即考虑到相关的额外制造费用,设计师应该在哪些特定条件下依赖端壁轮廓,什么时候不应该依赖端壁轮廓。首先对该问题进行了研究,假设具有径向堆积规律的非轴对称端壁轮廓具有互换性。如今,完全3D优化翼型几何是最先进的状态,显然,新的一般准则是需要的。在这种情况下,研究了轮毂泄漏流对端壁轮廓的定义和有效性的影响,隔离了其有益的影响,这些影响将独立于端壁附近存在的低动量流体的拓扑结构进行描述。因此,通过改变带冠串列定子布置腔体的几何形状,可以改变质量泄漏流的参考几何形状。然后,通过非轴对称端壁轮廓和轮毂翼型优化,采用元启发式方法进行优化。基于总压损失和静态多向效率的研究将显示非轴对称轮廓对减少泄漏质量流量的有利影响的平衡点。此外,优化器在不同流场构型中所采用的设计策略的变化,可以作为今后每一次考虑非轴对称端壁轮廓的设计选择的参考指南。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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