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CFD-Based Analysis of Performance and Emissions in an i-DSI Engine Using Various E-Fuels and Syngas 基于cfd的i-DSI发动机使用各种电子燃料和合成气的性能和排放分析
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-05-20 DOI: 10.1007/s10494-025-00660-9
Emrah Kantaroğlu

In internal combustion engines (ICE), ongoing research focuses on improving efficiency and reducing environmental emissions. As part of this effort, synthetic fuels like E-Fuels and Syngas have gained attention as promising alternatives to conventional fossil fuels. This study investigates the performance and emission characteristics of four different E-Fuels (E-Hydrogen, E-Methanol, E-Kerosene, and E-Ammonia) and three different Syngas compositions in comparison to conventional gasoline in an i-DSI engine. A validated 3D Computational Fluid Dynamics (CFD) model, based on reference experimental data obtained with gasoline, was used to simulate in-cylinder combustion characteristics. The analysis evaluated in-cylinder pressure, torque, indicated power (IP), indicated mean effective pressure (IMEP), indicated specific fuel consumption (ISFC), and thermal efficiency for each fuel. Significant variations in combustion and performance metrics were observed across the eight fuels. E-Hydrogen exhibited the highest in-cylinder pressure and torque increase (17.95%), along with the highest thermal efficiency improvement (up to 55.20%). In contrast, E-Ammonia showed the lowest performance, with a 16.68% reduction in torque. Among the Syngas compositions, Syngas-C (with the highest H₂ content) achieved the best performance. CO2, CO, and HC emissions were zero for carbon-free fuels (E-Hydrogen and E-Ammonia), while NOx emissions were highest with E-Hydrogen and lowest with gasoline. Additionally, performance metrics were normalized by each fuel’s lower heating value (LHV), revealing that Syngas blends—especially Syngas-C—offered strong energy-based efficiency. This study uniquely presents a comparative and systematic evaluation of E-Fuels and Syngas as next-generation fuel alternatives for ICEs, using CFD-based combustion modeling validated by experimental reference data.

在内燃机(ICE)方面,目前的研究重点是提高效率和减少环境排放。作为这一努力的一部分,像E-Fuels和合成气这样的合成燃料作为传统化石燃料的有希望的替代品而受到关注。本研究研究了四种不同的e燃料(e -氢、e -甲醇、e -煤油和e -氨)和三种不同的合成气成分在i-DSI发动机中的性能和排放特性,并与传统汽油进行了比较。基于汽油的参考实验数据,建立了经过验证的三维计算流体动力学(CFD)模型,用于模拟缸内燃烧特性。分析评估了每种燃料的缸内压力、扭矩、指示功率(IP)、指示平均有效压力(IMEP)、指示油耗(ISFC)和热效率。在八种燃料中观察到燃烧和性能指标的显著差异。E-Hydrogen的缸内压力和扭矩增幅最大(17.95%),热效率增幅最大(55.20%)。相比之下,e -氨的性能最差,扭矩降低了16.68%。合成气组分中,H含量最高的Syngas- c的性能最好。无碳燃料(e -氢和e -氨)的二氧化碳、一氧化碳和HC排放量为零,而e -氢的氮氧化物排放量最高,汽油的最低。此外,根据每种燃料较低的热值(LHV),性能指标进行了标准化,表明合成气混合物(尤其是合成气- c)提供了强大的能源效率。本研究采用基于cfd的燃烧模型,通过实验参考数据验证,对E-Fuels和合成气作为下一代内燃机燃料替代品进行了比较和系统评估。
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引用次数: 0
Stretch Rate and Displacement Speed Statistics for Local Flame Topology in Turbulent Premixed Flames 湍流预混火焰局部拓扑的拉伸率和位移速度统计
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-05-12 DOI: 10.1007/s10494-025-00663-6
Hassan Farooq Ahmed, Daniya Zhumabayeva, Shrey Trivedi, Robert Stewart Cant

Displacement speed and flame stretch are analysed in the vicinity of critical points defining local topology using a direct numerical simulation dataset of a turbulent premixed flame. The analysis categorises local topology types as; reactant pocket, tunnel closure, tunnel formation, and product pocket. The influence of local topology on global flame propagation is discussed. Cylindrical topologies are shown to contribute both positively and negatively towards flame stretch while spherical topologies mainly cause local destruction of flame area. The rate of stretch is shown to follow the curvature profile for all topologies. On the other hand, displacement speed is seen to scale the influence of curvature, while together the two determine whether area is produced or destroyed. The role of local diffusion in displacement speed and the role of curvature in defining the stretch rate profile emerge as the main actors for the local change in area. These local changes are shown to impact the global surface area and consequently the global propagation of the flame.

利用湍流预混火焰的直接数值模拟数据,分析了在定义局部拓扑的临界点附近的位移速度和火焰拉伸。该分析将本地拓扑类型分为;反应物袋,隧道封闭,隧道形成,和产物袋。讨论了局部拓扑结构对火焰全局传播的影响。圆柱形拓扑结构对火焰伸展既有正向作用,也有负向作用,而球形拓扑结构主要引起火焰区域的局部破坏。对于所有拓扑结构,拉伸率都遵循曲率轮廓。另一方面,位移速度被认为是衡量曲率的影响,而两者共同决定了面积是产生还是破坏。局部扩散对位移速度的影响和曲率对拉伸率分布的影响是局部面积变化的主要因素。这些局部变化会影响整个表面面积,从而影响火焰的全局传播。
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引用次数: 0
Experimental Study on How Hydrophobic Tubing Modifies Gas Wells Liquid Unloading 疏水油管改造气井排液的实验研究
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-05-12 DOI: 10.1007/s10494-025-00658-3
Zhibin Wang, Jungang Peng, Yiheng Wang, Mengwei Li, Yiran Wei

Experimental and theoretical studies on liquid unloading in gas wells show that the critical gas velocities for carrying droplets upward is much smaller than the critical gas velocity for carrying liquid film upward. The latest studies show that the hydrophobic coating can change solid surface wettability, reduce contact area between liquid droplet and solid surface, and can promote the droplet formation from liquid film in annular flow. It is speculated that tubing with a hydrophobic wall can reduce the critical gas rate of liquid unloading under certain production conditions. However, how hydrophobic tubing modifies gas wells liquid unloading is still unknown. This study presents the experimental results of air-water two phase flow in hydrophobic pipe. First, a hydrophobic coating was sprayed on the inner wall of a transparent pipe, and an experimental loop with a height of 8 m and an inner diameter of 40 mm was built for air-water two phase flow. A comparative experiment was conducted in the pipe with and without hydrophobic coating. The influence of hydrophobic coating on flow pattern characteristics, flow pattern transition conditions, pressure gradient, liquid holdup, droplet entrainment fraction, and critical gas velocity were measured. The mechanism of hydrophobic coating improves the liquid carrying capacity of gas stream has been revealed from multiple perspectives.

气井卸液实验和理论研究表明,液滴向上携带的临界气速远小于液膜向上携带的临界气速。最新研究表明,疏水涂层可以改变固体表面的润湿性,减少液滴与固体表面的接触面积,促进环空流动中液膜形成液滴。推测在一定的生产条件下,疏水管壁可以降低出液的临界气速。然而,疏水油管如何改变气井的排液仍然是未知的。本文介绍了疏水管道中空气-水两相流动的实验结果。首先,在透明管道内壁喷涂疏水涂层,构建高8 m、内径40 mm的气-水两相流实验回路。在有疏水涂层和无疏水涂层的管道中进行了对比试验。测试了疏水涂层对流型特性、流型转变条件、压力梯度、含液率、液滴夹带分数和临界气速的影响。从多个角度揭示了疏水涂层提高气流携液能力的机理。
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引用次数: 0
Deep Neural Networks and Proper Orthogonal Decomposition-Based Parameterized Reduced-Order Model and its Application in Transonic Axial-Flow Compressor Blade 基于深度神经网络和适当正交分解的参数化降阶模型及其在跨声速轴流压气机叶片中的应用
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-30 DOI: 10.1007/s10494-025-00656-5
Chunlong Tan, Hangshan Gao, Lei Li, Honglin Li

Modern turbomachinery blades are facing increasingly pronounced aeroelastic challenges with the increase of unsteady loads and the widespread use of lightweight materials. Conventional coupling methods fail to analyze this issue efficiently due to tremendous dimensionality difference between fluid and structure domains. To address this critical bottleneck, a novel parameterized reduced-order model (PROM), based on deep neural networks (DNN) and proper orthogonal decomposition (POD), was proposed and validated in this study. The framework operates through two synergistic phases. The first stage was dimensionality reduction, in which, POD was employed to extract flow field modes and determine corresponding mode coefficients. The second stage was parameters mapping, where a DNN model was constructed and trained to learn the nonlinear relationship between design parameters and mode coefficients. Finally, the efficacy and robustness of the PROM approach are demonstrated using Rotor 67, a typical transonic axial-flow compressor. The results show that the proposed PROM has an excellent performance in flow field prediction and the maximum relative error less than 5%. Moreover, a well-trained PROM can accurately determine the pressure distribution over the surfaces of compressor blade in just 0.03 s, effectively enabling real-time simulations. This advancement holds significant promise for enhancing aeroelastic analysis in turbomachinery blade design.

随着非定常载荷的增加和轻量化材料的广泛应用,现代涡轮机械叶片面临着日益突出的气动弹性挑战。由于流体和结构域之间存在巨大的维数差异,传统的耦合方法无法有效地分析这一问题。为了解决这一关键瓶颈,本文提出了一种基于深度神经网络(DNN)和适当正交分解(POD)的参数化降阶模型(PROM),并对其进行了验证。该框架通过两个协同阶段运作。第一阶段是降维,利用POD提取流场模态并确定相应的模态系数。第二阶段是参数映射,构建DNN模型并进行训练,学习设计参数与模态系数之间的非线性关系。最后,以典型跨声速轴流压气机转子67为例,验证了该方法的有效性和鲁棒性。结果表明,该方法具有较好的流场预测性能,最大相对误差小于5%。此外,训练有素的PROM可以在0.03秒内准确确定压气机叶片表面的压力分布,从而有效地实现实时仿真。这一进展对加强涡轮机械叶片设计中的气动弹性分析具有重要意义。
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引用次数: 0
Investigation of a Sharp 10° Cone in a Ludwieg Tube 路德维格管中10°尖锥的研究
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-22 DOI: 10.1007/s10494-025-00655-6
Anton Gorbushin, Sergey Glazkov, Margarita Gribkova, Dmitriy Dugin, Anton Epikhin, Alexander Kozik, Ekaterina Krapivina, Vladimir Mosharov, Vladimir Radchenko

The objectives of this study were (i) to create a unique test case of an unsteady flow around a cone in a Ludwieg tube for the purpose of validating computational codes; (ii) to test a new method for determining non-stationary aerodynamic loads using a strain-gauge balance; and (iii) to test a new method for determining unsteady pressure using a Pitot-Prandtl-type probe with a cavity between the sensor and the flow. The results of testing of a 10° cone in the TsAGI short-duration UT-1M Ludwieg-type tube at Mach number M = 6 are presented. During the runs, the following parameters were measured simultaneously: non-stationary aerodynamic loads using an internal six-component strain-gauge balance, dynamic behavior of the cone and balance using three-axis accelerometers, unsteady pressure on the cone surface, total and static pressure using a Pitot-Prandtl-type probe, cone surface temperature using a temperature sensitive paint, flow parameter fluctuations on the cone surface using a constant voltage film thermoanemometer. In some tests, the flow was visualized using the Schlieren method. Before the tests, numerical calculations of the flow around the cone in the facility were performed with the EWT-TsAGI software package to select the location of the oversized cone and the Pitot-Prandtl-type probe in the test section. The conducted studies confirmed the applicability of the new methods for measuring non-stationary forces and unsteady pressure in short-duration wind tunnels.

本研究的目的是:(i)创建一个独特的测试用例,在路德维格管中围绕锥体的非定常流动,以验证计算代码;(ii)测试一种利用应变计天平测定非静止空气动力负荷的新方法;(iii)测试一种确定非定常压力的新方法,该方法使用皮托-普朗特型探头,传感器和流体之间有一个空腔。本文介绍了在马赫数M = 6条件下,TsAGI短时程UT-1M路德维格管中10°锥的试验结果。在运行过程中,同时测量了以下参数:使用内部六分量应变计平衡的非静态气动载荷,使用三轴加速度计的锥体和平衡的动态行为,锥体表面的非定常压力,使用皮托-普朗特型探头的总压力和静压,使用温度敏感涂料的锥体表面温度,锥体表面的流动参数波动使用恒压薄膜热风速计。在一些试验中,使用纹影法将流动可视化。在测试之前,使用EWT-TsAGI软件包对设施内锥体周围的流动进行了数值计算,以选择超大锥体和皮托-普朗特型探头在测试段中的位置。这些研究证实了新方法在短持续时间风洞非定常力和非定常压力测量中的适用性。
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引用次数: 0
From Anomalous Dissipation Through Euler Singularities to Stabilized Finite Element Methods for Turbulent Flows 从欧拉奇点的反常耗散到湍流的稳定有限元方法
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-22 DOI: 10.1007/s10494-025-00639-6
Niklas Fehn, Martin Kronbichler, Gert Lube

It is well-known that kinetic energy produced artificially by an inadequate numerical discretization of nonlinear transport terms may lead to a blow-up of the numerical solution in simulations of fluid dynamical problems such as incompressible turbulent flows. However, the community seems to be divided whether this problem should be resolved by the use of discretely energy-preserving or dissipative discretization schemes. The rationale for discretely energy-preserving schemes is often based on the expectation of exact conservation of kinetic energy in the inviscid limit, which mathematically relies on the assumption of sufficient regularity of the solution. There is the (contradictory) phenomenological observation in turbulence that flows dissipate energy in the limit of vanishing molecular viscosity, an “anomalous” phenomenon termed dissipation anomaly or the zeroth law of turbulence. As already conjectured by Onsager, the Euler equations may dissipate kinetic energy through the formation of singularities of the velocity field. With the proof of Onsager’s conjecture in recent years, a consequence for designing numerical methods for turbulent flows is that the smoothness assumption behind conservation of energy in the inviscid limit becomes indeed critical for turbulent flows. The velocity field rather has to be expected to show singular behavior towards the inviscid limit, supporting the dissipation of kinetic energy. Our main argument is that designing numerical methods against the background of this physical behavior is a strong rationale for the construction of dissipative (or dissipation-aware) numerical schemes for convective terms. From that perspective, numerical dissipation does not appear artificial, but as an important ingredient to overcome problems introduced by energy-conserving numerical methods such as the inability to represent anomalous dissipation as well as the accumulation of energy in small scales, which is known as thermalization. This work discusses stabilized (H^1)(L^2), and (H(mathrm{div}))-conforming finite element methods for incompressible flows with a focus on the energy-stability of the numerical method and its dissipation mechanisms to predict inertial dissipation. Finally, we discuss the achievable convergence rate for the kinetic energy in under-resolved turbulent flow simulations.

众所周知,由于非线性输运项的数值离散化不充分而人为产生的动能,可能导致不可压缩湍流等流体动力学问题的数值解失效。然而,这个问题是否应该通过使用离散能量保存或耗散离散化方案来解决,社区似乎存在分歧。离散能量守恒方案的基本原理通常基于对无粘极限下动能精确守恒的期望,这在数学上依赖于对解的充分规则性的假设。在湍流中有一种(矛盾的)现象学观察,即流动在分子粘度消失的极限处耗散能量,这种“反常”现象称为耗散异常或湍流的第零定律。正如Onsager已经推测的那样,欧拉方程可以通过速度场奇点的形成来耗散动能。随着近年来Onsager猜想的证明,设计湍流数值方法的一个结果是,在无粘极限下能量守恒背后的平滑假设对于湍流确实变得至关重要。速度场在接近无粘极限时表现出奇异性,支持动能的耗散。我们的主要论点是,在这种物理行为的背景下设计数值方法是构建对流项耗散(或耗散感知)数值格式的有力依据。从这个角度来看,数值耗散并不是人为的,而是克服节能数值方法带来的问题的重要因素,例如无法表示异常耗散以及小尺度上的能量积累,即所谓的热化。本文讨论了稳定的(H^1), (L^2)和(H(mathrm{div})) -符合的不可压缩流动有限元方法,重点是数值方法的能量稳定性及其耗散机制,以预测惯性耗散。最后,讨论了欠分辨湍流模拟中动能可达到的收敛速率。
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引用次数: 0
Progress in Engineering Turbulence Modelling and Measurement 工程湍流模拟与测量研究进展
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-22 DOI: 10.1007/s10494-025-00657-4
Stefan Hickel, Maria Vittoria Salvetti, Ivette Rodriguez, Oriol Lehmkuhl
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引用次数: 0
Consideration of Non-Locality for Gene Expression Programming: Modeling the Transition to Turbulence in the Boundary Layer 考虑非局域性的基因表达式规划:边界层向湍流过渡的建模
IF 2.4 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-15 DOI: 10.1007/s10494-025-00654-7
Alexander Bleh, Christian Morsbach

The consideration of the inherently non-local characteristics of turbulence is an open challenge and subject to many investigations. Recent approaches rely on the utilization of spatially configured Neural Networks such as e.g. Convolutional Neural Networks to account for non-local effects (Comput. Methods Appl. Mech. Eng. 384:113927, 2021). Nevertheless, approaches featuring Neural Networks are not easily available for Gene Expression Programming. An alternative option, to consider non-local effects, is the use of partial differential equations (PDE) like an additional convection-diffusion equation as is done for example in several transition models such as the (gamma)- model by Menter et al. (Flow Turbul. Combust. 583–619, 2015). Consequently, instead of only modeling a local correction factor directly using GEP, we equip the input quantities with an additional optional convection-diffusion equation of which we model the production term, diffusion constants and boundary type. The methodology is applied on a set of low pressure turbine testcases in order to find transition models. Resulting expressions are further analysed in terms of underlying mechnims and logical foundations.

考虑湍流固有的非局部特性是一个公开的挑战,需要进行许多研究。最近的方法依赖于利用空间配置的神经网络,例如卷积神经网络来解释非局部效应。方法:应用。械甲怪。工程学报。384:113927,2021)。然而,以神经网络为特征的方法并不容易用于基因表达式编程。考虑非局部效应的另一种选择是使用偏微分方程(PDE),如额外的对流扩散方程,例如在几个过渡模型中,如Menter等人的(gamma) -模型(Flow Turbul)。燃烧。583-619,2015)。因此,我们不是直接使用GEP对局部校正因子进行建模,而是为输入量配备了一个附加的可选对流扩散方程,我们对产生项、扩散常数和边界类型进行了建模。将该方法应用于一组低压汽轮机试验用例中,以寻找过渡模型。根据潜在的机制和逻辑基础进一步分析得到的表达式。
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引用次数: 0
Large Eddy Simulation of the Piston Boundary Layer Evolution During the Compression Stroke in a Motored Internal Combustion Engine 内燃机压缩行程中活塞边界层演化的大涡模拟
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-14 DOI: 10.1007/s10494-025-00649-4
Andrea Pati, Max Hasenzahl, Suad Jakirlic, Christian Hasse

This work examines the momentum boundary layer evolution on the piston top of the Darmstadt optically accessible Internal Combustion Engine (ICE). For this purpose, a 3D-CFD wall-resolved Large Eddy Simulation (LES) under motored conditions was deployed. The piston wall is resolved down to 25 (upmu)m, corresponding to ({y^ + } < 1). For statistical purposes and to compare with experimental data, 33 consecutive engine cycles are simulated. A large-scale tumble motion characterizes the flow field. This flow impinges on the piston on the exhaust side, it moves along the flat piston wall and detaches on the intake side. The near-wall velocities of the simulations align well with the experiment. Analysis revealed regions of Favorable Pressure Gradient (FPG) on the exhaust side and Adverse Pressure Gradient (APG) on the intake side, separated by a sharp pressure inversion zone. The near-wall flow accelerates and then decelerates until detachment. Analysis of the non-dimensional ({u^ + } - {y^ + }) profiles reveals the absence of a logarithmic region in the boundary layer. This scaling procedure is sensitive to thermo-physical properties like density and viscosity that vary across the boundary layer, which complicates comparisons with canonical studies. The shape factor of the boundary layer suggests a fully turbulent state despite the low momentum thickness-based Reynolds number. The boundary layer height increases from the exhaust towards the intake side, especially in the presence of strong pressure gradients. Pressure gradients acting perpendicular to the boundary layer are observed. The comparison of ensemble-averaged and single-cycle instantaneous data shows high levels of cyclic fluctuations.

本文研究了达姆施塔特光学可及内燃机(ICE)活塞顶动量边界层的演化。为此,在机动条件下部署了3D-CFD壁面分辨大涡模拟(LES)。活塞壁分解至25 (upmu) m,对应({y^ + } < 1)。为了统计和与实验数据比较,模拟了33个连续的发动机循环。大规模的翻滚运动是流场的特征。这种流动冲击活塞在排气侧,它沿着平活塞壁移动,并在进气侧分离。模拟得到的近壁速度与实验结果吻合较好。分析表明,排气侧存在有利压力梯度(FPG)区域,进气侧存在不利压力梯度(APG)区域,它们被一个尖锐的压力反转区隔开。近壁流加速然后减速直到分离。对无因次({u^ + } - {y^ + })剖面的分析揭示了边界层中没有对数区域。这种标度过程对热物理性质很敏感,如密度和粘度在边界层上的变化,这使得与经典研究的比较变得复杂。边界层的形状因子表明,尽管基于动量厚度的雷诺数较低,但边界层仍处于完全湍流状态。边界层高度从排气向进气方向增加,特别是在存在强压力梯度的情况下。观察到垂直于边界层的压力梯度。综合平均和单周期瞬时数据的比较显示出高水平的周期波动。
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引用次数: 0
PIV Measurements and Validation of RANS Solutions for Plane Turbulent Impinging Co-Flowing and Angled Jets at Moderate Reynolds Numbers 中等雷诺数下平面湍流撞击共流和角度射流的PIV测量和RANS解的验证
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2025-04-14 DOI: 10.1007/s10494-025-00650-x
Claudio Alanis Ruiz, Twan van Hooff, Bert Blocken, GertJan van Heijst

Turbulent impinging jet (TIJ) flows are a canonical type of flow that is present in nature and in a wide range of industrial applications, making their study indispensable. Among them, multiple co-flowing and angled jets offer possibilities for various practical applications. However, fundamental information on these particular jet configurations is scarce, and there is also a lack of data for validating numerical simulations of these jet flows. Therefore, this paper presents an experimental analysis of isothermal plane turbulent impinging co-flowing and angled jets at moderate Reynolds numbers (Rejet ≈ 8,700 and 10,000) and height-to-width ratio (γ = 40.5) utilizing 2D particle image velocimetry (PIV). It also validates the results of several RANS turbulence models that are commonly used for simulating single straight TIJs: standard k-ε (SKE) model, realizable k-ε model (RKE), renormalization group (RNG) k-ε model, baseline (BSL) k-ω model, shear-stress transport (SST) k-ω model, and a Reynolds-stress model (RSM). The analysis and validation focus on detailed velocity measurements while also providing insights into turbulence parameters. Results reveal strong similarities between the two analyzed TIJs and single straight TIJs at the developed free-jet (or combined jet region for the co-flowing jets configuration) and impingement regions. The validation study demonstrates that relatively inexpensive RANS simulations in combination with typical k-ε turbulence models are capable of resolving the mean velocity field of the two investigated TIJ configurations with good accuracy, which is especially the case for the RNG k-ε turbulence model that yields a very good match with the PIV data throughout.

湍流撞击射流(TIJ)流动是自然界中存在的一种典型的流动类型,在工业应用中有着广泛的应用,因此对其进行研究是必不可少的。其中,多个共流和角度射流为各种实际应用提供了可能性。然而,关于这些特殊射流结构的基本信息是稀缺的,并且也缺乏验证这些射流的数值模拟的数据。因此,本文利用二维粒子图像测速技术(PIV)对中等雷诺数(Rejet≈8,700和10,000)和高宽比(γ = 40.5)下的等温平面湍流撞击共流和角度射流进行了实验分析。本文还验证了几种常用的RANS湍流模型的结果,这些模型分别是:标准k-ε (SKE)模型、可实现k-ε模型(RKE)、重整化群(RNG) k-ε模型、基线(BSL) k-ω模型、剪切应力输运(SST) k-ω模型和雷诺应力模型(RSM)。分析和验证的重点是详细的速度测量,同时也提供了对湍流参数的见解。结果表明,在发达的自由射流(或共流射流结构的组合射流区域)和撞击区域,两种分析的tij和单直tij具有很强的相似性。验证研究表明,相对便宜的RANS模拟与典型的k-ε湍流模型相结合,能够以较高的精度解析两种所研究的TIJ构型的平均速度场,特别是RNG k-ε湍流模型,其与PIV数据的匹配非常好。
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引用次数: 0
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Flow, Turbulence and Combustion
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