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Dual-Orthogonal-Plane Particle Image Velocimetry Measurement of the Turbulent Flow in the Channel Head of a Large-Scale Steam Generator Mock-Up 大型蒸汽发生器模型通道头部湍流的双正交平面粒子图像测速仪测量结果
Pub Date : 2024-02-12 DOI: 10.1115/1.4064754
Sen Li, Juan Liao, Chuangxin He, Chunjing Song, Yingzheng Liu, Yun Zhong
In this work, a large-scale mock-up of a compact complex system integrating a steam generator (SG) and a reactor coolant pump (RCP) is considered. The three-dimensional turbulent flow in the steam generator channel head (SGCH) is measured in detail. Dual-orthogonal-plane particle image velocimetry (PIV) is employed to extract high-resolution flow information in two orthogonal planes. Two separate measurements are first made to see the three-dimensional time-mean flow dynamics and the statistical quantities in the two planes. These measurements highlight two distinct flow phenomena: jet arrays and massive turbulent separation bubbles (TSBs). These patterns are attributed to mass flow redistribution in the U-shaped tubes. Proper orthogonal decomposition (POD) identifies the first POD mode as corresponding to the TSB breathing-like motion, which significantly intensifies the side view streamwise velocity fluctuations, leading to them reaching 370% of the local mean velocity. To examine the unsteady behavior of massively separated regions, the dual-orthogonal-plane PIV system is then synchronized to simultaneously measure variations in the flow fields, and the missing data due to illumination interference is reconstructed using gappy POD. The synchronized analysis reveals a direct relationship between the low-frequency fluctuations in the side and front views. These fluctuations are in phase across both views, indicating a synchronized behavior that spans the entire field. This large-scale low-frequency breathing motion has critical implications for numerical simulations and sheds light on the unsteady behavior of the RCP system within the SGCH.
在这项工作中,考虑了一个集成了蒸汽发生器(SG)和反应堆冷却剂泵(RCP)的紧凑型复杂系统的大型模型。详细测量了蒸汽发生器通道头(SGCH)中的三维湍流。采用双正交平面粒子图像测速仪(PIV)提取两个正交平面的高分辨率流动信息。首先进行两次单独测量,以观察两个平面上的三维时均流动动态和统计量。这些测量结果突出显示了两种截然不同的流动现象:喷流阵列和大量湍流分离气泡(TSBs)。这些模式归因于 U 形管中的质量流再分布。适当正交分解(POD)确定了第一种 POD 模式与 TSB 呼吸运动相对应,它显著增强了侧视流向速度波动,使其达到局部平均速度的 370%。为了研究大规模分离区域的非稳态行为,双正交平面 PIV 系统被同步化,以同时测量流场的变化,并使用 gappy POD 重构由于光照干扰而缺失的数据。同步分析显示,侧视图和正视图中的低频波动之间存在直接关系。这些波动在两个视图中的相位是一致的,这表明在整个视野中存在同步行为。这种大规模的低频呼吸运动对数值模拟具有重要意义,并揭示了 SGCH 内 RCP 系统的不稳定行为。
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引用次数: 0
Energy Exascale CFD Simulations with the Spectral Element Method 采用谱元法进行超大规模 CFD 能量模拟
Pub Date : 2024-02-06 DOI: 10.1115/1.4064659
E. Merzari, Victor Coppo Leite, Jun Fang, D. Shaver, Misun Min, S. Kerkemeier, Paul Fischer, A. Tomboulides
Development and application of the open-source GPU-based fluid-thermal simulation code, NekRS, is described. Time advancement is based on an efficient kth-order accurate time split formulation coupled with scalable iterative solvers. Spatial discretization is based on the high-order spectral element method (SEM), which allows fast, low-memory, matrix-free operator evaluation. Recent developments include support for nonconforming meshes using overset grids and GPU-based Lagrangian particle tracking. Results of large eddy simulations of atmospheric boundary layers for wind-energy applications and extensive nuclear energy applications are presented.
本文介绍了基于 GPU 的开源流体-热模拟代码 NekRS 的开发和应用。时间推进基于高效的 kth 阶精确时间分割公式和可扩展的迭代求解器。空间离散化基于高阶谱元法(SEM),该方法允许快速、低内存、无矩阵算子评估。最近的发展包括使用超集网格和基于 GPU 的拉格朗日粒子跟踪来支持不规则网格。介绍了用于风能应用和广泛核能应用的大气边界层大涡模拟结果。
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引用次数: 0
A Volume-Averaged Hyperbolic System of Governing Equations for Granular Turbulent Flow Modeling with Phase Change 用于有相变的粒状湍流模型的体积平均双曲线控制方程组
Pub Date : 2024-02-06 DOI: 10.1115/1.4064660
Kaushik Balakrishnan, Josette R. Bellan
A formulation is developed using volume-averaging and the concept of added mass to derive a hyperbolic system of governing equations for modeling turbulent, dense granular flows. The Large Eddy Simulations (LES) framework is employed for the fluid phase, whereas the solid phase equations are based on enlarged Kinetic Theory concepts. To obtain the LES equations, the volume-averaged equations are filtered and the filtered terms not directly computable from the LES solution are generically modeled. Additionally, the pseudo-turbulent kinetic energy (PTKE) is included in the formulation, and it is shown how its contribution is distinct from turbulence and leads to different terms that must be modeled in the conservation equations. Volume-averaging of the continuity, momentum and energy equations result in many integrals that are used to rigorously define the meaning of terms that have only been included heuristically in existing formulations. Simulations with this model are conducted in a configuration representing the interaction of a turbulent supersonic jet with a bed of solid particles. The results are analyzed to demonstrate hyperbolicity. Comparisons of results from a model including PTKE and one excluding show that the inclusion of PTKE has no role in bestowing hyperbolicity to the model, and furthermore does not affect the macroscopic aspects of the crater. Comparisons between results obtained with a hyperbolic model and a model that is hyperbolic everywhere except in regions of particle/fluid interaction show that the macroscopic crater aspects are different, affecting the crater shape and topography.
利用体积平均法和附加质量概念开发了一种公式,从而推导出用于模拟湍流、致密颗粒流的双曲线控制方程系统。流体相采用大涡流模拟(LES)框架,固相方程则基于放大的动力学理论概念。为了获得 LES 方程,对体积平均方程进行了过滤,并对 LES 解决方案中无法直接计算的过滤项进行了通用建模。此外,假湍流动能(PTKE)也包含在公式中,并说明了其贡献如何有别于湍流,并导致必须在守恒方程中建模的不同项。连续性方程、动量方程和能量方程的体积平均化产生了许多积分,这些积分用于严格定义现有公式中启发式包含的术语的含义。该模型模拟了湍流超音速射流与固体颗粒床的相互作用。分析结果证明了双曲性。对包含 PTKE 的模型和不包含 PTKE 的模型的结果进行比较后发现,包含 PTKE 对模型的双曲性没有任何作用,而且不会影响火山口的宏观方面。比较双曲线模型和除粒子/流体相互作用区域外各处均为双曲线的模型得出的结果表明,陨石坑的宏观方面是不同的,会影响陨石坑的形状和地形。
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引用次数: 0
A Volume-Averaged Hyperbolic System of Governing Equations for Granular Turbulent Flow Modeling with Phase Change 用于有相变的粒状湍流模型的体积平均双曲线控制方程组
Pub Date : 2024-02-06 DOI: 10.1115/1.4064660
Kaushik Balakrishnan, Josette R. Bellan
A formulation is developed using volume-averaging and the concept of added mass to derive a hyperbolic system of governing equations for modeling turbulent, dense granular flows. The Large Eddy Simulations (LES) framework is employed for the fluid phase, whereas the solid phase equations are based on enlarged Kinetic Theory concepts. To obtain the LES equations, the volume-averaged equations are filtered and the filtered terms not directly computable from the LES solution are generically modeled. Additionally, the pseudo-turbulent kinetic energy (PTKE) is included in the formulation, and it is shown how its contribution is distinct from turbulence and leads to different terms that must be modeled in the conservation equations. Volume-averaging of the continuity, momentum and energy equations result in many integrals that are used to rigorously define the meaning of terms that have only been included heuristically in existing formulations. Simulations with this model are conducted in a configuration representing the interaction of a turbulent supersonic jet with a bed of solid particles. The results are analyzed to demonstrate hyperbolicity. Comparisons of results from a model including PTKE and one excluding show that the inclusion of PTKE has no role in bestowing hyperbolicity to the model, and furthermore does not affect the macroscopic aspects of the crater. Comparisons between results obtained with a hyperbolic model and a model that is hyperbolic everywhere except in regions of particle/fluid interaction show that the macroscopic crater aspects are different, affecting the crater shape and topography.
利用体积平均法和附加质量概念开发了一种公式,从而推导出用于模拟湍流、致密颗粒流的双曲线控制方程系统。流体相采用大涡流模拟(LES)框架,固相方程则基于放大的动力学理论概念。为了获得 LES 方程,对体积平均方程进行了过滤,并对 LES 解决方案中无法直接计算的过滤项进行了通用建模。此外,假湍流动能(PTKE)也包含在公式中,并说明了其贡献如何有别于湍流,并导致必须在守恒方程中建模的不同项。连续性方程、动量方程和能量方程的体积平均化产生了许多积分,这些积分用于严格定义现有公式中启发式包含的术语的含义。该模型模拟了湍流超音速射流与固体颗粒床的相互作用。分析结果证明了双曲性。对包含 PTKE 的模型和不包含 PTKE 的模型的结果进行比较后发现,包含 PTKE 对模型的双曲性没有任何作用,而且不会影响火山口的宏观方面。比较双曲线模型和除粒子/流体相互作用区域外各处均为双曲线的模型得出的结果表明,陨石坑的宏观方面是不同的,会影响陨石坑的形状和地形。
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引用次数: 0
Energy Exascale CFD Simulations with the Spectral Element Method 采用谱元法进行超大规模 CFD 能量模拟
Pub Date : 2024-02-06 DOI: 10.1115/1.4064659
E. Merzari, Victor Coppo Leite, Jun Fang, D. Shaver, Misun Min, S. Kerkemeier, Paul Fischer, A. Tomboulides
Development and application of the open-source GPU-based fluid-thermal simulation code, NekRS, is described. Time advancement is based on an efficient kth-order accurate time split formulation coupled with scalable iterative solvers. Spatial discretization is based on the high-order spectral element method (SEM), which allows fast, low-memory, matrix-free operator evaluation. Recent developments include support for nonconforming meshes using overset grids and GPU-based Lagrangian particle tracking. Results of large eddy simulations of atmospheric boundary layers for wind-energy applications and extensive nuclear energy applications are presented.
本文介绍了基于 GPU 的开源流体-热模拟代码 NekRS 的开发和应用。时间推进基于高效的 kth 阶精确时间分割公式和可扩展的迭代求解器。空间离散化基于高阶谱元法(SEM),该方法允许快速、低内存、无矩阵算子评估。最近的发展包括使用超集网格和基于 GPU 的拉格朗日粒子跟踪来支持不规则网格。介绍了用于风能应用和广泛核能应用的大气边界层大涡模拟结果。
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引用次数: 0
Effect of Bypass Duct On the Thrust Vectoring Performance of Dual Throat Nozzle in a Supersonic Aircraft 旁通风道对超音速飞机双喉管喷嘴推力矢量性能的影响
Pub Date : 2024-02-01 DOI: 10.1115/1.4064608
Saadia Afridi, Tariq Amin Khan, Imran Shah, Yasir Ali, M. N. M. Qadri, Wei Li
Due to its ability to maximize thrust-vectoring performance, the bypass dual throat nozzle (BDTN) has an advantage over other fluidic vectoring controls. In this study, numerical simulation is performed to analyze the flow characteristics and performance parameters of an aircraft engine with three different nozzle configurations. The nozzle of a representative engine i.e., an F100 engine was selected as a model geometry to test the efficiency obtained by BDTN. The present investigation has shown that implementing a bypass channel on a real geometry nozzle has no significant effects on thrust vectoring performance in vectoring mode. Although the real geometry scheme has a higher thrust and a discharge coefficient, the smaller cavity length resulted in lower vectoring angles. Modifying the real geometry nozzle according to the BDTN configuration significantly improved the thrust vectoring performance. However, the V-shaped bypass passage flow in the modified geometry scheme imposed unnecessary total pressure losses in the nozzle. A geometry scheme that utilized an arc-shaped rather than a V-shaped bypass passage is considered in this research and found to present minimize pressure losses. A total increase of 2% and 3.5% is hereby reported, for thrust and discharge coefficients respectively. A decrease of 6% is reported in the thrust vectoring angle under an improved geometrical scheme. Out of three geometries, the real geometry scheme reported negligible thrust vectoring performance, while modified and improved geometry schemes indicated improved thrust vectoring performance without substantially changing the engine states.
旁路双喉喷嘴(BDTN)能够最大限度地提高推力矢量性能,因此与其他流体矢量控制相比具有优势。在本研究中,我们进行了数值模拟,以分析具有三种不同喷嘴配置的飞机发动机的流动特性和性能参数。我们选择了具有代表性的 F100 发动机的喷嘴作为几何模型,以测试 BDTN 所获得的效率。本次研究表明,在真实几何喷嘴上实施旁通通道对矢量模式下的推力矢量性能没有显著影响。虽然真实几何方案具有较高的推力和排出系数,但较小的空腔长度导致了较低的矢量角。根据 BDTN 配置修改实际几何喷嘴可显著提高推力矢量性能。然而,修改后的几何方案中的 V 形旁路通道流在喷嘴中造成了不必要的总压力损失。本研究考虑了一种利用弧形而非 V 形旁路通道的几何方案,发现这种方案能将压力损失降至最低。推力系数和排出系数分别增加了 2% 和 3.5%。在改进的几何方案下,推力矢量角减少了 6%。在三种几何方案中,实际几何方案的推力矢量性能可忽略不计,而修改后和改进后的几何方案在不大幅改变发动机状态的情况下提高了推力矢量性能。
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引用次数: 0
Analysis and Modelling of Turbulence Anisotropy of a Swirled Hot Streak Flow 漩涡热流的湍流各向异性分析与建模
Pub Date : 2024-02-01 DOI: 10.1115/1.4064609
Christopher Wingel, Nicolas Binder, Yannick Bousquet, J. Boussuge, N. Buffaz, Sébastien Le Guyader
This study is carried out in the context of hot streak flows in high-pressure turbines, for which a correct prediction of the temperature evolution is required. The present work particularly focuses on the turbulence anisotropy analysis of a swirled hot streak flow in a bent channel representative of a NGV passage of a high-pressure turbine. LES are conducted with the in-house solver IC3 in order to measure and characterise the anisotropy of turbulence. Moreover, to evaluate turbulence modelling, steady simulations of the bent channel are performed with the ELSA software, which solves the RANS equations. LES is firstly used to complete a TKE budget that enables to understand the energetic transfers associated with turbulence. This budget reveals two distinct zones where turbulence activity is impacted when the curvature is reached. The analysis of the anisotropy of turbulence based on two metrics highlights a misalignment of the Reynolds stress tensor and the mean strain-rate tensor (Schmitt's criterion), and a strong anisotropy developing inside the bent duct (Lumley's analysis) that may cause the failure of the classical RANS turbulence models based on Boussinesq's hypothesis. To check this hypothesis, RANS is positioned against LES with different turbulence models that accounts or not for the anisotropy of turbulence. Both turbulence activity (TKE budgets, Lumley's analysis) and aerothermal fields (radial distributions) are compared. Results show that EARSM models enable to better account for the anisotropy of turbulence, which in turn promote a better prediction of temperature, both in terms of intensity and trajectory.
这项研究是在高压涡轮机中热条纹流的背景下进行的,为此需要对温度演变进行正确预测。本研究特别关注高压涡轮机 NGV 通道弯曲通道中漩涡热条纹流的湍流各向异性分析。为了测量和描述湍流各向异性,使用内部求解器 IC3 进行了 LES 分析。此外,为了评估湍流建模,还使用 ELSA 软件对弯曲通道进行了稳定模拟,该软件可求解 RANS 方程。LES 首先用于完成 TKE 预算,以了解与湍流相关的能量传递。该预算显示,在达到曲率时,湍流活动会受到两个不同区域的影响。基于两个指标对湍流各向异性的分析突出显示了雷诺应力张量和平均应变率张量的错位(施密特准则),以及弯曲管道内部形成的强烈各向异性(卢姆利分析),这可能会导致基于布森斯克假设的经典 RANS 湍流模型失效。为了验证这一假设,采用不同的湍流模型将 RANS 模型与 LES 模型进行了对比,以确定是否考虑了湍流的各向异性。对湍流活动(TKE 预算、Lumley 分析)和气热场(径向分布)进行了比较。结果表明,EARSM 模型能够更好地考虑湍流的各向异性,从而在强度和轨迹方面更好地预测温度。
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引用次数: 0
Design Method for Impeller of Centrifugal Pump with Guide Vanes Based On Oseen Vortex 基于奥森涡流的带导叶离心泵叶轮设计方法
Pub Date : 2024-02-01 DOI: 10.1115/1.4064607
Yangping Lu, Ming Liu, Lei Tan, Demin Liu
Centrifugal pumps with guide vanes are widely used in pump as turbine, energy storage pump station and water diversion project. In this work, a theoretical prediction model based on fluid governing equation and Oseen vortex model is proposed to predict the velocity moment downstream the impeller of centrifugal pump. Then, an optimization design method is established to optimize the impeller of centrifugal pump with guide vanes. A centrifugal pump with specific speed of 127 is used to validate the theoretical prediction model, results of velocity moment show that the deviation between predicted and simulated results is below 0.5% in average. Finally, the optimization design method is applied, results show that the average efficiency of optimal pump under the working conditions is 1.04% higher than that of baseline pump, which validates the reliability of proposed optimization method by theoretical prediction based on Oseen vortex. Analysis on velocity distribution and turbulence eddy dissipation shows that the optimization design method based on Oseen vortex can effectively improve the flow pattern and pump performance.
带导流叶片的离心泵广泛应用于水泵水轮机、储能泵站和引水工程。本文提出了基于流体控制方程和 Oseen 涡流模型的理论预测模型,用于预测离心泵叶轮下游的速度力矩。然后,建立了优化设计方法,对带导叶的离心泵叶轮进行优化设计。用比转速为 127 的离心泵验证了理论预测模型,速度力矩的结果表明,预测结果与模拟结果的平均偏差低于 0.5%。最后,应用优化设计方法,结果表明工况下最优泵的平均效率比基准泵高 1.04%,验证了基于奥森涡流理论预测的优化方法的可靠性。对速度分布和湍流涡耗散的分析表明,基于 Oseen 涡的优化设计方法能有效改善流型和泵的性能。
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引用次数: 0
Analysis and Modelling of Turbulence Anisotropy of a Swirled Hot Streak Flow 漩涡热流的湍流各向异性分析与建模
Pub Date : 2024-02-01 DOI: 10.1115/1.4064609
Christopher Wingel, Nicolas Binder, Yannick Bousquet, J. Boussuge, N. Buffaz, Sébastien Le Guyader
This study is carried out in the context of hot streak flows in high-pressure turbines, for which a correct prediction of the temperature evolution is required. The present work particularly focuses on the turbulence anisotropy analysis of a swirled hot streak flow in a bent channel representative of a NGV passage of a high-pressure turbine. LES are conducted with the in-house solver IC3 in order to measure and characterise the anisotropy of turbulence. Moreover, to evaluate turbulence modelling, steady simulations of the bent channel are performed with the ELSA software, which solves the RANS equations. LES is firstly used to complete a TKE budget that enables to understand the energetic transfers associated with turbulence. This budget reveals two distinct zones where turbulence activity is impacted when the curvature is reached. The analysis of the anisotropy of turbulence based on two metrics highlights a misalignment of the Reynolds stress tensor and the mean strain-rate tensor (Schmitt's criterion), and a strong anisotropy developing inside the bent duct (Lumley's analysis) that may cause the failure of the classical RANS turbulence models based on Boussinesq's hypothesis. To check this hypothesis, RANS is positioned against LES with different turbulence models that accounts or not for the anisotropy of turbulence. Both turbulence activity (TKE budgets, Lumley's analysis) and aerothermal fields (radial distributions) are compared. Results show that EARSM models enable to better account for the anisotropy of turbulence, which in turn promote a better prediction of temperature, both in terms of intensity and trajectory.
这项研究是在高压涡轮机中热条纹流的背景下进行的,为此需要对温度演变进行正确预测。本研究特别关注高压涡轮机 NGV 通道弯曲通道中漩涡热条纹流的湍流各向异性分析。为了测量和描述湍流各向异性,使用内部求解器 IC3 进行了 LES 分析。此外,为了评估湍流建模,还使用 ELSA 软件对弯曲通道进行了稳定模拟,该软件可求解 RANS 方程。LES 首先用于完成 TKE 预算,以了解与湍流相关的能量传递。该预算显示,在达到曲率时,湍流活动会受到两个不同区域的影响。基于两个指标对湍流各向异性的分析突出显示了雷诺应力张量和平均应变率张量的错位(施密特准则),以及弯曲管道内部形成的强烈各向异性(卢姆利分析),这可能会导致基于布森斯克假设的经典 RANS 湍流模型失效。为了验证这一假设,采用不同的湍流模型将 RANS 模型与 LES 模型进行了对比,以确定是否考虑了湍流的各向异性。对湍流活动(TKE 预算、Lumley 分析)和气热场(径向分布)进行了比较。结果表明,EARSM 模型能够更好地考虑湍流的各向异性,从而在强度和轨迹方面更好地预测温度。
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引用次数: 0
Effect of Bypass Duct On the Thrust Vectoring Performance of Dual Throat Nozzle in a Supersonic Aircraft 旁通风道对超音速飞机双喉管喷嘴推力矢量性能的影响
Pub Date : 2024-02-01 DOI: 10.1115/1.4064608
Saadia Afridi, Tariq Amin Khan, Imran Shah, Yasir Ali, M. N. M. Qadri, Wei Li
Due to its ability to maximize thrust-vectoring performance, the bypass dual throat nozzle (BDTN) has an advantage over other fluidic vectoring controls. In this study, numerical simulation is performed to analyze the flow characteristics and performance parameters of an aircraft engine with three different nozzle configurations. The nozzle of a representative engine i.e., an F100 engine was selected as a model geometry to test the efficiency obtained by BDTN. The present investigation has shown that implementing a bypass channel on a real geometry nozzle has no significant effects on thrust vectoring performance in vectoring mode. Although the real geometry scheme has a higher thrust and a discharge coefficient, the smaller cavity length resulted in lower vectoring angles. Modifying the real geometry nozzle according to the BDTN configuration significantly improved the thrust vectoring performance. However, the V-shaped bypass passage flow in the modified geometry scheme imposed unnecessary total pressure losses in the nozzle. A geometry scheme that utilized an arc-shaped rather than a V-shaped bypass passage is considered in this research and found to present minimize pressure losses. A total increase of 2% and 3.5% is hereby reported, for thrust and discharge coefficients respectively. A decrease of 6% is reported in the thrust vectoring angle under an improved geometrical scheme. Out of three geometries, the real geometry scheme reported negligible thrust vectoring performance, while modified and improved geometry schemes indicated improved thrust vectoring performance without substantially changing the engine states.
旁路双喉喷嘴(BDTN)能够最大限度地提高推力矢量性能,因此与其他流体矢量控制相比具有优势。在本研究中,我们进行了数值模拟,以分析具有三种不同喷嘴配置的飞机发动机的流动特性和性能参数。我们选择了具有代表性的 F100 发动机的喷嘴作为几何模型,以测试 BDTN 所获得的效率。本次研究表明,在真实几何喷嘴上实施旁通通道对矢量模式下的推力矢量性能没有显著影响。虽然真实几何方案具有较高的推力和排出系数,但较小的空腔长度导致了较低的矢量角。根据 BDTN 配置修改实际几何喷嘴可显著提高推力矢量性能。然而,修改后的几何方案中的 V 形旁路通道流在喷嘴中造成了不必要的总压力损失。本研究考虑了一种利用弧形而非 V 形旁路通道的几何方案,发现这种方案能将压力损失降至最低。推力系数和排出系数分别增加了 2% 和 3.5%。在改进的几何方案下,推力矢量角减少了 6%。在三种几何方案中,实际几何方案的推力矢量性能可忽略不计,而修改后和改进后的几何方案在不大幅改变发动机状态的情况下提高了推力矢量性能。
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引用次数: 0
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Journal of Fluids Engineering
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