Edwin Joseph Munoz Lopez, Alexander Hergt, Sebastian Grund, Volker Gümmer
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引用次数: 0
Abstract
Abstract The design of compressor blades has been transformed by the advent of optimization algorithms, allowing designers to focus on finding the best optimization strategy for a desired application. However, transonic flow conditions on compressor blades still present considerable modeling challenges, even for a 2D blade section. This paper then focuses on the design of a new state-of-the-art compressor cascade for future test campaigns at the DLR’s Transonic Cascade Wind Tunnel (TGK). For this purpose, a review of the cascades previously tested at the TGK was performed to select a main reference with good efficiency at high loading. The data gathered also informed the optimization strategy applied with the DLR’s optimizer, AutoOpti. The process chain was evaluated with Reynolds Averaged Navier–Stokes CFD simulations using the DLR’s solver, TRACE. The optimization was set to minimize two objective functions: the first one focused on the efficiency at the design point, and the second one focused on the efficiency over the working range. The result is a Pareto front of cascades with a wide variety of design features with an efficiency improvement over the working range of about 24%. This improvement was achieved with a comparable aerodynamic loading. Further analyses were performed to select the “best” cascade for future test campaigns. The significant improvement obtained with respect to the reference and the wide variety of designs observed demonstrates that there is still much to be learned about blade design through optimization; even for 2D cascades and specially in transonic flow.
优化算法的出现改变了压气机叶片的设计,使设计人员能够专注于为期望的应用寻找最佳优化策略。然而,压气机叶片的跨声速流动条件仍然存在相当大的建模挑战,即使对于二维叶片截面也是如此。然后,本文重点介绍了在DLR的跨音速叶栅风洞(TGK)进行未来测试的新型最先进的压气机叶栅的设计。为此,对TGK先前测试的叶栅进行了回顾,以选择在高负载下具有良好效率的主要参考。收集到的数据还为DLR的优化器AutoOpti应用的优化策略提供了依据。利用DLR的求解器TRACE,采用Reynolds average Navier-Stokes CFD模拟对流程链进行了评估。优化设置为最小化两个目标函数:第一个目标函数关注设计点的效率,第二个目标函数关注工作范围内的效率。其结果是一个具有多种设计特征的帕累托叶栅,在工作范围内效率提高了约24%。这一改进是在相当的空气动力载荷下实现的。进一步的分析是为了选择未来测试活动的“最佳”级联。相对于参考文献和观察到的各种设计所获得的显著改进表明,通过优化,叶片设计还有很多需要学习的地方;即使对于二维叶栅,特别是在跨音速流动中也是如此。
期刊介绍:
The Journal of Turbomachinery publishes archival-quality, peer-reviewed technical papers that advance the state-of-the-art of turbomachinery technology related to gas turbine engines. The broad scope of the subject matter includes the fluid dynamics, heat transfer, and aeromechanics technology associated with the design, analysis, modeling, testing, and performance of turbomachinery. Emphasis is placed on gas-path technologies associated with axial compressors, centrifugal compressors, and turbines.
Topics: Aerodynamic design, analysis, and test of compressor and turbine blading; Compressor stall, surge, and operability issues; Heat transfer phenomena and film cooling design, analysis, and testing in turbines; Aeromechanical instabilities; Computational fluid dynamics (CFD) applied to turbomachinery, boundary layer development, measurement techniques, and cavity and leaking flows.