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A gradient-based method assisted by surrogate model for robust optimization of turbomachinery blades
The design optimization taking into account the impact of uncertainties favors improving the robustness of the design. A Surrogate-Assisted Gradient-Based(SAGB) method for the robust aerodynamic design optimization of turbomachinery blades considering large-scale uncertainty is introduced, verified and validated in the study. The gradient-based method is employed due to its high optimization efficiency and any one surrogate model with sufficient response accuracy can be employed to quantify the ... 相似文献
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Elkin I.GUTIRREZ VELSQUEZ 《中国航空学报》2017,30(5)
Performance prediction in preliminary design stages of several turbomachinery components is a critical task in order to bring the design processes of these devices to a successful conclusion.In this paper,a review and analysis of the major loss mechanisms and loss models,used to determine the efficiency of a single stage centrifugal compressor,and a subsequent examination to determine an appropriate loss correlation set for estimating the isentropic efficiency in preliminary design stages of centrifugal compressors,were developed.Several semi-empirical correlations,commonly used to predict the efficiency of centrifugal compressors,were implemented in FORTRAN code and then were compared with experimental results in order to establish a loss correlation set to determine,with good approximation,the isentropic efficiency of single stage compressor.The aim of this study is to provide a suitable loss correlation set for determining the isentropic efficiency of a single stage centrifugal compressor,because,with a large amount of loss mechanisms and correlations available in the literature,it is difficult to ascertain how many and which correlations to employ for the correct prediction of the efficiency in the preliminary stage design of a centrifugal compressor.As a result of this study,a set of correlations composed by nine loss mechanisms for single stage centrifugal compressors,conformed by a rotor and a diffuser,are specified. 相似文献
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涡轮非定常流数值计算方法研究 总被引:1,自引:3,他引:1
在实际叶片排几何模型不变的条件下,采用交接面周期性处理方法可大大缩小非定常流计算域,减小计算量,但该处理方法会给非定常流计算带来一些近似,通过某跨声速涡轮级三维粘流数值计算,分析和评估计算方法,结论是该方法不改变时间平均下的稳态性能参数,而且可用于多级涡轮非定常流计算. 相似文献
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介绍了一种采用称重法原理的新型液体微小流量测量装置的工作原理与工作过程。系统采用全弹性连接方法设计,避免了常规称重法流量测量装置中非弹性连接管路造成的测量误差。采用压力补偿方法,修正由于压强对增压气体密度的影响。并以酒精为测试液体,进行了5种工况下流量测量试验。试验结果表明,该套微小流量测量系统工作稳定、可靠,可以精确测量出液体微小流量。 相似文献
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为了解空穴漏气在透平中非定常流动,对某型带空穴漏气单级透平进行非定常数值模拟,计算格式采用包括LU-SGS-GE隐式格式和改良型高精度、高分辨率的MUSCL TVD格式的时间推进算法,非定常计算采用Jameson双时间步隐式迭代法.计算结果表明空穴漏气随着二次流的影响沿着动叶吸力面一侧向下游输运,输运过程中会不断沿径向向外迁移.由于空穴漏气的射入,非定常效应在动叶叶根处要比中间截面处明显,而且随着漏气向下游的迁移,非定常效应也逐渐削弱. 相似文献
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轴流压气机非定常数值模拟方法精度分析 总被引:1,自引:1,他引:1
以Stage-35单级轴流压气机为研究对象,分别用相位延迟法、叶片约化法及非线性谐波法对其进行非定常数值模拟,并与实验及半环精确非定常模拟进行对比,以分析各非定常模拟方法的计算精度。结果表明:3种非定常计算方法在对流场时均参数的预测上均能达到半环精确非定常模拟相同的精度,但几何改变使叶片约化法得到的频谱特征尤其是基频谐波幅值产生较大变化;相位延迟法虽能较准确预估基频谐波幅值,但在其余谐波处则精度通常低于叶片约化法;非线性谐波法在计算参数的非定常时域及频域特征时精度比相位延迟法和叶片约化法低。 相似文献
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基于多级轴流压气机的逐级特性,建立了进口周向稳态总压畸变在多级轴流压气机中传递的逐级计算模型.对总压畸变条件下转子叶片攻角变化、级间周向流动和压气机出口耦合效应进行了数值分析,讨论了周向稳态总压畸变沿轴向衰减、级间周向侧流变化、失稳首发级和压气机出口耦合效应对压气机特性的影响.应用本模型方法对8级轴流压气机进行了详细的数值分析,计算结果表明,该模型方法是合理、可行的. 相似文献
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多级轴流压气机变几何扩稳优化方法研究 总被引:1,自引:0,他引:1
选择了一套恰当的跨声速总压损失和落后角模型,将其与逐排基元叶片模型相结合,发展出了准一维多级轴流压气机性能预测方法,该方法进一步与复形调优法相结合,建立了一种新的多级轴流压气机多叶排调节扩稳工程方法,应用该方法对某8级轴流压气机实施了扩稳优化模拟,取得了明显扩稳效果,计算结果进一步表明,复形调优法中的反射系数对最终优化结果影响明显,选反射系数为1.15能够获得较优的优化结果. 相似文献
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基于Gappy POD方法的翼型流场分析 总被引:1,自引:0,他引:1
本文将Gappy POD方法用于翼型流场分析,得到了一种快速、高精度的近似流场分析方法。应用Gap-py POD方法进行流场缺失数据的填补,验证该方法的数据填补能力。流场分析时,以NACA0012为初始翼型生成POD基,将与初始翼型形状相近翼型的流场解作为缺失数据,使用Gappy POD方法进行填补得到该翼型的近似流场解。结果表明,Gappy POD方法可以快速得到与初始翼型外型相近翼型的高精度近似流场解。 相似文献
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《中国航空学报》2021,34(9):156-167
In this paper a novel design method of aerodynamic configuration is proposed to integrate forebody, strut and inlet for strutjet engine, and a model at design point of Mach number 6 is generated to investigate the aerodynamic performance by both simulations and experiments. The basic flow field employed by proposed method is a combined flow named IBB, which is combined by Internal Conical Flow A (ICFA), truncated Busemann flow I (BI) for external section, and truncated Busemann flow II (BII) for internal section. The model configuration is generated by streamline tracing method from basic flow field, in which the forebody section is traced from ICFA and BI flows, and the inlet as well as strut section is traced from BII flow. The simulations in Mach number 4, 5, and 6 demonstrate uniform starting flow fields with relatively high total pressure recovery, which agree well with experiments in wind tunnel. Additionally, in low Mach number cases, this inlet could start at Mach number 3 while it is unstarted at Mach number 2.7; in high Mach number cases, a uniform flow could still exist in Mach number 6.5 while a relatively strong shock wave boundary layer interaction is found in cowl area of Mach number 7 case, indicating the inlet designed by proposed method works in a relatively wide Mach number range. 相似文献