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为了提升低转速工况下压气机的气动性能,采用人工神经网络与遗传算法相结合的优化方法对某单级离心压气机离心叶轮的弯特性进行优化计算。利用NUMECA软件对该离心压气机进行了不同转速的数值模拟,得到压气机不同工况下的气动性能。通过设置不同控制参数和曲线形式对离心叶轮叶片进行参数化拟合,以8个改变叶片弯特性的参数为自由参数进行了叶型优化设计,最终得到了优化后的叶轮叶片。结果表明:优化后在低转速的设计工况下离心压气机压比增加了4.69%,稳定裕度拓宽了17.41%。 相似文献
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《热力透平》2021,50(3)
叶片为透平的核心部件,其气动性能直接影响透平的整体效率,叶片表面粗糙度的水平会影响透平级压力,导致叶型损失发生变化。应用数值模拟技术对某冲动式和反动式机组各4级透平级进行分析,考虑反动度、载荷分布以及旋转等多种因素,研究表面粗糙度变化对透平叶片气动性能的影响。CFD数值研究表明:叶型损失变化曲线的斜率随透平叶片表面粗糙度的增大逐渐变小;不同反动度的透平叶片受叶片表面粗糙度的影响存在差异,冲动式叶片相对反动式叶片受到的影响更为明显;吸力面上的粗糙度对气动性能的影响明显大于压力面粗糙度的影响,这种影响作用在反动度提高后相应变弱。研究成果可为透平叶片设计和加工提供参考。 相似文献
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Bezier函数型弯叶片及其在带遮风罩垂直轴风力机中的应用 总被引:1,自引:0,他引:1
引入X弯度与Y弯度2个参数,提出了一种基于Bezier函数思想的叶型几何参数设计方法,通过分析传统垂直轴风力机效率低的原因,在此基础上提出了一种带有遮风罩的垂直轴风力机,并将基于Bezier函数生成的弯叶片应用于该风力机中.通过CFD数值模拟方法,研究了该风力机的气动特性,以及各种叶片的弯曲形式对其气动性能的影响.结果表明:遮风罩可以有效降低因来流对动叶轮吸力面的直接冲击而造成的阻力扭矩,风力机平均扭矩可提高107%;叶片的弯曲程度是由X弯度和Y弯度共同作用的结果,当X弯度与Y弯度在一定范围内具有局部最优值时,所形成叶片的垂直轴风力机的气动性能最佳,与普通半圆形叶片相比,风力机总扭转矩提高了33.8%. 相似文献
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利用"径向平衡"原理,推导了轴流叶轮出口通流速度沿叶高的分布方程,并基于此提出了一种新的"变密流型"扭叶片设计方法.将该方法运用于某型叶轮的设计,并采用CFD技术,研究了该类扭叶片的气动特性.通过与传统的"等密流型"扭叶片及原始直叶片的气动性能的比较,发现"变密流型"扭叶片不仅能扩大小流量下风扇的稳定工况范围,而且其风压明显增加,有助于提高冷却风扇的散热性能. 相似文献
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采用数值模拟方法对机翼型及板型叶片的轴流风机的气动性能进行了比较.通过对比这两种叶型的风机在相同几何条件下的流量、全压升及效率,得到了不同叶片型线对风机气动性能的影响规律.数值模拟结果表明机翼型叶片的全压效率、通流能力和做功能力等方面比相应的板型叶片具有优越性. 相似文献
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用NURBS对叶轮机械叶片三维型面和基迭线进行参数化表达,实现了对叶片三维型面和基迭线弯、倾、掠、扭的变形控制.该方法为叶片的自动优化设计提供设计变量.把该方法构建的叶片全三维控制模块集成到基于商业软件iSIGHT的叶片粘性气动优化设计平台中,在该平台上选择优化算法对某级透平叶片进行了全三维气动优化设计实验,优化的目标是使级效率尽可能的高,同时流量不能降低并且动叶叶根前端的温度尽可能低.实验结果表明:优化后的叶型性能有所改善,同时也满足了流量和温度约束条件的要求.图23参5 相似文献
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This study examines how the complex flow structure within a gas turbine rotor affects aerodynamic loss. An unshrouded linear turbine cascade was built, and velocity and pressure fields were measured using a 5-hole probe. In order to elucidate the effect of tip clearance, the overall aerodynamic loss was evaluated by varying the tip clearance and examining the total pressure field for each case. The tip clearance was varied from 0% to 4.2% of blade span and the chord length based Reynolds number was fixed at 2×105. For the case without tip clearance, a wake downstream of the blade trailing edge is observed, along with hub and tip passage vortices. These flow structures result in profile loss at the center of the blade span, and passage vortex related losses towards the hub and tip. As the tip clearance increases, a tip leakage vortex is formed, and it becomes stronger and eventually alters the tip passage vortex. Because of the interference of the secondary tip leakage flow with the main flow, the streamwise velocity decreases while the total pressure loss increases significantly by tenfold in the last 30% blade span region towards the tip for the 4.2% tip clearance case. It was additionally observed that the overall aerodynamic loss increases linearly with tip clearance. 相似文献
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Jindrich Hala Martin Luxa David Simurda Marek Bobcík Ondrej Novák Bartoloměj Rudas Jaroslav Synác 《热科学学报(英文版)》2018,27(2):95-102
This study presents the comparison of aerodynamic performances of two successive designs of the root profiles for the ultra-long rotor blade equipped with a straight fir-tree dovetail. Since aerodynamic and strength requirements laid upon the root section design are contradictory, it is necessary to aerodynamically optimize the design within the limits given by the foremost strength requirements. The most limiting criterion of the static strength is the size of the blade cross-section, which is determined by the number of blades in a rotor and also by the shape and size of a blade dovetail. The aerodynamic design requires mainly the zero incidence angle at the inlet of a profile and in the ideal case ensures that the load does not exceed a limit load condition. Moreover, the typical root profile cascades are transonic with supersonic exit Mach number, therefore, the shape of a suction side and a trailing edge has to respect transonic expansion of a working gas. In this paper, the two variants of root section profile cascades are compared and the aerodynamic qualities of both variants are verified using CFD simulation and two mutually independent experimental methods of measurements (optical and pneumatic). 相似文献
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增压器压气机叶片结构/振动一体化优化设计 总被引:1,自引:0,他引:1
以废气涡轮增压器压气机叶轮为研究对象,创建了压气机叶片的三维参数化模型,通过全三维流场仿真分析,得到压气机的气动性能及叶片表面的压力分布.在不改变叶片形状、保证压气机气动性能的情况下,对叶片的静强度及振动特性进行了一体化优化设计.以叶片4个关键截面的叶顶、叶根厚度为设计变量,以离心力及气动压力作用下叶片的最大Mises应力、叶片的一阶动频为约束,以叶片体积为目标函数,在iSIGHT优化平台上集成了I-DEAS、ANSYS软件,采用混合整型优化和自适应模拟退火算法的组合优化方法,在满足叶片静强度小于屈服强度和一阶动频大于3倍工作频率的条件下,叶片体积(质量)减小了14.7%. 相似文献
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串列叶片技术可以突破常规压气机叶片的负荷极限,因此成为下一代高负荷压气机设计技术的研究热点。为了拓展串列叶片的使用范围,采用数值模拟的方法对跨声速串列转子叶型(来流马赫数1.2)流动特性及前排叶片尾迹发展演化规律展开研究。得出结论:全工况范围内,前排叶片总压损失占比超过50%,前排叶片激波系结构的优化设计是影响串列叶型性能的关键因素;随着出口背压提高,前排叶片尾迹厚度先增加后减小,导致尾迹厚度不同的根本原因是流出前排叶片通道时尾迹的初始速度亏损不同,后排叶片通道的扩压对初始速度亏损有进一步的放大作用。 相似文献
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The present paper reports the results of an experimental investigation aimed at comparing aerodynamic perform- ance of three low-pressure turbine cascades for several Reynolds numbers under steady and unsteady inflows. This study is focused on finding design criteria useful to reduce both profile and secondary losses in the aero-engine LP turbine for the different flight conditions. The baseline blade cascade, characterized by a standard aerodynamic loading (Zw=1.03), has been compared with two Ultra-High-Lift profiles with the same Zweifel number (Zw=1.3 for both cascades), but different velocity peak positions, leading to front and mid-loaded blade cascade configurations. The aerodynamic flow fields downstream of the cascades have been experimentally in- vestigated for Reynolds numbers in the range 70000〈Re〈300000, where lower and upper limits are typical of cruise and take-off/landing conditions, respectively. The effects induced by the incoming wakes at the reduced frequency ./+=0.62 on both profile and secondary flow losses for the three different cascade designs have been studied. Total pressure and velocity distributions have been measured by means of a miniaturized 5-hole probe in a tangential plane downstream of the cascade for both inflow conditions. The analysis of the results allows the evaluation of the aerodynamic performance of the blade cascades in terms of profile and secondary losses and the understanding of the effects of loading distribution and Zweifel number on secondary flows. When operating un- der unsteady inflow, contrarily to the steady case, the mid-loaded cascade has been found to be characterized by the lowest profile and secondary losses, making it the most attractive solution for the design of blades working in real conditions where unsteady inflow effects are present. 相似文献
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针对3种超音速叶型,基于遗传算法和人工神经网络,对这3个叶型进行单个工况点的优化设计,并对得到的所有叶型的气动性能进行多个马赫数工况点的数值分析以及综合比较,分析叶片型面的改变对多个工况下叶片气动性能的影响。结果表明,优化设计使2种叶型在超音速工况下的气动性能显著提高,1种叶型在临界及亚临界工况下的气动性能显著提高,从而获得每一工况点下的最优叶型。 相似文献
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To weaken the influence of profile error on compressor aerodynamic performance, especially on pressure ratio and efficiency, a robust design method considering profile error is built to improve the robustness of aerodynamic performance of the blade. The characteristics of profile error are random and small-scaled, which means that to evaluate the influence of profile error on blade aerodynamic performance is a time-intensive and high-precision work. For this reason, non-intrusive polynomial chaos(NIPC) and Kriging surrogate model are introduced in this robust design method to improve the efficiency of uncertainty quantification(UQ) and ensure the evaluate accuracy. The profile error satisfies the Gaussian distribution, and NIPC is carried out to do uncertainty quantification since it has advantages in prediction accuracy and efficiency to get statistical behavior of random profile error. In the integrand points of NIPC, several surrogate models are established based on Latin hypercube sampling(LHS) + Kriging, which further reduces the costs of optimization design by replacing calling computational fluid dynamic(CFD) repeatedly. The results show that this robust design method can significantly improve the performance robustness in shorter time(40 times faster) without losing accuracy, which is meaningful in engineering application to reduce manufacturing cost in the premise of ensuring the aerodynamic performance. Mechanism analysis of the robustness improvement samples carried out in current work can help find out the key parameter dominating the robustness under the disturbance of profile error, which is meaningful to further improvement of compressor robustness. 相似文献