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Longitudinal and azimuthal thermo-acoustic instabilities in an industrial gas turbine combustor operating at elevated pressure 在高压下运行的工业燃气轮机燃烧器中的纵向和方位热声不稳定性
IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-12-21 DOI: 10.1177/17568277231218595
D. Fredrich, W. P. Jones, A. Marquis, G. Bulat
This work numerically investigates longitudinal and azimuthal thermo-acoustic instabilities in the swirl-stabilised can-type industrial SGT-100 gas turbine combustor operated at elevated pressures of 3 and 6 bar. Previous experiments have shown that the combustor is susceptible to self-excited flame oscillations sustained by a thermo-acoustic feedback loop at specific operating conditions. In order to gain a better understanding of this feedback loop, a fully compressible large eddy simulation method is applied. The unknown sub-grid scale turbulence-chemistry interactions are modelled via a transported probability density function approach solved by the Eulerian stochastic fields method. First, the reaction zones and global flame topology at both operating pressures are analysed and compared to experimental images providing good qualitative agreement. Radial profiles of time-averaged and root-mean-square quantities furthermore demonstrate good quantitative agreement with the available measurement data. The applied simulation approach is capable of successfully reproducing self-excited thermo-acoustic instabilities in the longitudinal direction. The fundamental frequency of the predicted limit-cycle oscillation matches the experimentally measured frequency with high accuracy. Similar to the experimental observations, the fluctuation amplitudes of the pressure and global heat release rate increase significantly upon increasing the mean operating pressure from 3 to 6 bar. In addition to the dominant longitudinal mode, a high-frequency, low-amplitude azimuthal mode is also identified at both pressures. This azimuthal mode is periodically amplified and attenuated by the superposed longitudinal mode and induces small asymmetric (around the burner circumference) fluctuations of the local fuel and total mixture mass flow rates entering the flame region.
本研究对在 3 和 6 巴高压下运行的漩涡稳定罐式工业 SGT-100 燃气轮机燃烧器的纵向和方位热声不稳定性进行了数值研究。之前的实验表明,在特定的运行条件下,燃烧器容易受到热声反馈回路维持的自激火焰振荡的影响。为了更好地了解这一反馈回路,我们采用了完全可压缩的大涡流模拟方法。未知的亚网格尺度湍流-化学相互作用通过欧拉随机场法求解的传输概率密度函数方法进行建模。首先,分析了两种工作压力下的反应区和全局火焰拓扑结构,并与实验图像进行了比较,得出了良好的定性一致结论。此外,时间平均量和均方根量的径向剖面与现有的测量数据也显示出良好的定量一致性。应用的模拟方法能够成功地再现纵向的自激热声不稳定性。预测的极限周期振荡基频与实验测量频率高度精确匹配。与实验观测结果类似,当平均工作压力从 3 巴增加到 6 巴时,压力和全局热释放率的波动幅度显著增加。除了主要的纵向模式外,在两种压力下还发现了一种高频率、低振幅的方位模式。这种方位角模式被叠加的纵向模式周期性地放大和衰减,并引起进入火焰区域的局部燃料和总混合物质量流量的小幅非对称(围绕燃烧器圆周)波动。
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引用次数: 0
Lean flameout characteristics and unsteady dynamics of swirling non-premixed flame with and without outer flame 有外火焰和无外火焰的旋流非预混火焰熄火特性及非定常动力学
4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-11-07 DOI: 10.1177/17568277231209133
Yuanhong Qi, Bin Hu, Shi Qiang, Jiangbo Peng, Zhao Wei, Qingjun Zhao
The planar laser induced hydroxyl fluorescence (OH-PLIF) technique was used to study three kinds of swirling flame, namely flames I, II, and III, by changing swirl conditions. According to the PLIF results, double structure exists in flames I and II. The inner flame burns in the inner shear layer and is anchored by vortex breakdown, which is similar to the M- or V-shaped flame. The unique outer flame is attached to the inner wall of the air annular nozzle and burns in the outer shear layer. The lean blowout (LBO) equivalent ratio of swirling flame with outer flame is lower than that without outer flame. It is interesting to compare the LBO mechanisms among the three types and the traditional swirling flame, and investigate their unsteady characteristics. Firstly, the flameout process of flames I and II starts from the local extinguishing at the root of the outer flame. However, the LBO process of flame III is consistent with that of traditional swirling flame, that is, it starts with repeated extinguishing and reigniting at the root of the inner recirculation zone (IRZ). Secondly, the unsteady characteristics of the three flames are analyzed by spectral proper orthogonal decomposition. It is found that flame oscillations, asymmetric disturbances, and longitudinal disturbances of different frequencies exist in different combinations under near-LBO conditions. In particular, asymmetric and P-wave disturbances mainly exist in the inner shear layer and jet breaking down, which further indicates the stability and anti-LBO potential of the outer flame.
利用平面激光诱导羟基荧光(OH-PLIF)技术,通过改变旋流条件,对火焰I、火焰II、火焰III三种旋流火焰进行了研究。根据PLIF结果,火焰I和火焰II存在双重结构。内火焰在内剪切层内燃烧,并被旋涡击穿锚定,类似于M型或v型火焰。独特的外火焰附着在空气环形喷嘴内壁上,在外剪切层燃烧。有外焰的旋流火焰贫爆当量比无外焰的低。比较这三种火焰与传统旋转火焰的LBO机制,研究它们的非定常特性是一项有趣的研究。首先,火焰I和II的熄灭过程是从外部火焰根部的局部熄灭开始的。而火焰III的LBO过程与传统旋流火焰的LBO过程是一致的,即从内部再循环区(IRZ)的根部开始反复灭火和重燃。其次,采用光谱固有正交分解法分析了三种火焰的非定常特性。发现在近lbo条件下,火焰振荡、不对称扰动和不同频率的纵向扰动以不同的组合形式存在。特别是不对称扰动和p波扰动主要存在于内剪切层和射流击穿,进一步说明了外火焰的稳定性和抗lbo潜力。
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引用次数: 0
Special issue of the 12th Mediterranean Combustion Symposium 第十二届地中海燃烧研讨会特刊
4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-11-05 DOI: 10.1177/17568277231209818
Mohy S. Mansour, Nevin Selçuk, Federico Beretta, Andrea D’Anna
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引用次数: 0
Combustion dynamics analysis of a pressurized airblast swirl burner using proper orthogonal decomposition 采用适当的正交分解法对加压鼓风旋流燃烧器的燃烧动力学进行了分析
4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-10-27 DOI: 10.1177/17568277231207252
Alireza Ghasemi, Thomas Christou, Jim B.W. Kok, Björn Stelzner, Nikolaos Zarzalis
Jet fuel-fired combustors in aero gas turbine engines have switched to lean burn to decrease nitric oxide emissions in recent years as a result of strict emission regulations. Lean operating conditions, however, exhibit a heightened sensitivity to thermoacoustic instabilities and such burners require careful consideration in design and operation. Similar to natural gas-fired combustors, they exhibit thermoacoustic instabilities, but the characteristics are more complex and less well-studied. This paper presents a numerical investigation of an airblast jet fuel swirl burner operating with preheated air at lean pressurized conditions. In order to understand the acoustic characteristics of the in-house designed burner (Magister UT burner), detached eddy simulations are performed at relevant aero engine conditions. Simulation results are then analyzed by means of our internally developed parallel modal analysis package, PARAMOUNT, to perform proper orthogonal decomposition (POD) on large datasets. The resulting modes are inspected to highlight flow features of interest and their associated acoustic frequencies at unforced conditions. Single frequency acoustic forcing is employed to study the acoustic response of the burner to perturbations at similar frequencies to its precessing vortex core. We show that parallel computation of POD modes is a viable tool to investigate the main flow features of swirl burners and is suitable for highlighting the important acoustic frequencies without the need to employ fully compressible computational fluid dynamics solvers. Additionally, the analysis method reveals the ways in which various flow structures correlate with each other and how external perturbations modify them.
近年来,由于严格的排放法规,航空燃气涡轮发动机的喷气燃料燃烧室已转向稀薄燃烧,以减少一氧化氮的排放。然而,精益操作条件对热声不稳定性表现出更高的敏感性,这种燃烧器在设计和操作时需要仔细考虑。与天然气燃烧的燃烧器类似,它们也表现出热声不稳定性,但其特性更为复杂,研究较少。本文对在稀薄加压条件下使用预热空气的鼓风射流燃料旋流燃烧器进行了数值研究。为了了解自主设计燃烧器(Magister UT燃烧器)的声学特性,在航空发动机相关工况下进行了分离涡流模拟。然后使用我们内部开发的并行模态分析包PARAMOUNT对仿真结果进行分析,以对大型数据集进行适当的正交分解(POD)。对所得模态进行检查,以突出显示感兴趣的流动特征及其在非强制条件下的相关声学频率。采用单频声强迫研究了燃烧器对与其进动涡芯相似频率扰动的声响应。我们表明,POD模态的并行计算是研究旋流燃烧器主要流动特征的可行工具,并且适合于突出重要的声学频率,而无需使用完全可压缩的计算流体动力学求解器。此外,分析方法揭示了各种流动结构相互关联的方式以及外部扰动如何改变它们。
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引用次数: 0
Euler–Lagrange numerical simulation of a kerosene droplet mist ignition in air using analytically reduced chemistry 用解析还原化学对空气中煤油雾滴点火的欧拉-拉格朗日数值模拟
4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-10-12 DOI: 10.1177/17568277231203620
Antoine Pestre, Thomas Lesaffre, Quentin Cazères, Eleonore Riber, Bénédicte Cuenot
High altitude relight is a critical aspect of the aeronautical engine certification and may be addressed with the numerical simulation of two-phase ignition. However, such configurations are stiff and combined with local evaporation may lead to numerical issues. This paper provides several methods to perform two-phase ignition simulations using analytically reduced chemistry in the context of unstructured large Eddy simulation and Euler–Lagrange formalism. Firstly, an exponential formulation combined with a local and dynamic sub-cycling of the stiff chemistry is demonstrated to allow stable integration at the flow time step. Secondly, a particle-bursting method is applied to limit the impact of stiffness induced by the Lagrangian point-source approach in fine meshes. These methods are then applied in the simulation of ignition of a mono-disperse, multi-component kerosene spray in air. The use of the analytically reduced chemistry model enables us to describe in detail the chemical structure of the flame kernel during its formation. Moreover, local increase of fuel concentration is observed as the ignition proceeds which has a large influence on the combustion processes and the flame kernel development.
高空重燃是航空发动机认证的一个关键问题,可以通过两相点火的数值模拟来解决。然而,这种结构是刚性的,并且与局部蒸发相结合可能导致数值问题。本文提供了几种在非结构化大涡流模拟和欧拉-拉格朗日形式理论的背景下,使用解析还原化学进行两相点火模拟的方法。首先,证明了结合局部和动态的刚性化学子循环的指数公式可以在流动时间步长实现稳定的积分。其次,在精细网格中,采用颗粒爆破方法限制拉格朗日点源法引起的刚度影响。然后将这些方法应用于单分散、多组分煤油喷雾在空气中的点火模拟。分析还原化学模型的使用使我们能够详细地描述火焰核形成过程中的化学结构。随着点火过程的进行,燃料浓度会局部升高,这对燃烧过程和火焰核的发展有很大的影响。
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引用次数: 0
Assessment of the pseudopotential lattice-Boltzmann method for modeling multiphase fueldroplets 模拟多相燃料液滴的伪势晶格-玻尔兹曼方法的评价
4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-10-12 DOI: 10.1177/17568277231202030
Juan Restrepo-Cano, Francisco E. Hernández-Pérez, Hong G. Im
An improved pseudopotential lattice–Boltzmann model was proposed for simulating multiphase flow dynamics to describe fuel droplets, and its thermodynamic consistency was tested against the Peng–Robinson equation of state. The studied liquid fuels included paraffinic hydrocarbons with a different number of carbon atoms (C[Formula: see text]–C[Formula: see text]), methanol (CH[Formula: see text]OH), hydrogen (H[Formula: see text]), ammonia (NH[Formula: see text]), and water (H[Formula: see text]O). To improve accuracy and reduce the magnitude of the spurious currents, the multi-relaxation times collision operator was implemented and the forcing term was computed using the hybrid pseudopotential interaction force with an eighth-order isotropic degree. The pseudopotential lattice–Boltzmann model accurately predicted the equilibrium densities and captured satisfactorily the thermodynamic vapor-liquid coexistence curve given by the analytical solution of the Peng–Robinson equation of state for acentric factors ranging from [Formula: see text]0.22 to 0.56, keeping the maximum average error for the liquid and vapor branches below 0.8% and 3.7%, respectively. Nevertheless, Peng–Robinson was found to be insufficiently accurate to replicate the actual thermodynamic state, especially for H[Formula: see text]O and CH[Formula: see text]OH, for which the results strongly deviated from the experimental vapor-liquid equilibrium densities and reached average errors for the vapor phase of nearly 28%. Furthermore, the surface tension ([Formula: see text]) was retrieved using the multiphase pseudopotential lattice–Boltzmann results and served to verify the thermodynamic consistency of the pseudopotential lattice–Boltzmann with respect to the parachor model. Lastly, the pseudopotential lattice–Boltzmann model was also shown to predict accurately the transient behavior of oscillating droplets. Overall, the enhanced model satisfactorily predicted the properties and behavior of the substances for a wide range of conditions.
提出了一种改进的伪势格-玻尔兹曼模型来模拟燃料液滴的多相流动动力学,并与Peng-Robinson状态方程进行了热力学一致性测试。所研究的液体燃料包括具有不同碳原子数的石蜡烃(C[公式:见文]-C[公式:见文])、甲醇(CH[公式:见文]OH)、氢(H[公式:见文])、氨(NH[公式:见文])和水(H[公式:见文]O)。为了提高精度和减小杂散电流的大小,引入了多松弛次碰撞算子,并采用八阶各向同性的混合伪势相互作用力计算了作用力项。伪势晶格-玻尔兹曼模型准确地预测了平衡密度,并令人满意地捕获了彭-罗宾逊状态方程解析解给出的无中心因子范围为0.22 ~ 0.56的汽液共存热力学曲线,使液体和蒸汽分支的最大平均误差分别低于0.8%和3.7%。然而,Peng-Robinson被发现精度不足以复制实际的热力学状态,特别是对于H[公式:见文]O和CH[公式:见文]OH,其结果与实验汽液平衡密度有很大偏差,气相的平均误差接近28%。此外,使用多相伪势晶格-玻尔兹曼结果检索了表面张力(公式:见文本),并用于验证伪势晶格-玻尔兹曼相对于降落伞模型的热力学一致性。最后,伪势晶格-玻尔兹曼模型也被证明可以准确地预测振荡液滴的瞬态行为。总的来说,增强模型令人满意地预测了各种条件下物质的性质和行为。
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引用次数: 0
Multiple structures and transition mechanisms of laminar fuel-rich ethanol/air counterflowing spray flames 层流富燃料乙醇/空气逆流喷雾火焰的多重结构和过渡机制
IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-08-23 DOI: 10.1177/17568277231193331
Zhaoping Ying, E. Gutheil
Structures of laminar non-premixed ethanol/air spray flames in the axisymmetric counterflow configuration are studied under fuel-rich conditions by means of numerical simulations. The monodisperse ethanol spray is carried by air and directed against an air stream. Both streams enter at 300 K, and the system is at atmospheric pressure. Up to three different structures of these flames for identical boundary and initial conditions are identified, and regime diagrams are presented that show their conditions of existence in terms of the gas strain rate on the spray side of the configuration, [Formula: see text], starting from 55/s at an initial spray velocity of 0.44 m/s. The equivalence ratio on the spray side, [Formula: see text], is varied between 1.1 and 1.6, and initial droplet radii, [Formula: see text], from 10 to 50 [Formula: see text]m are considered. The most stable spray flame structure is characterized by two chemical reaction zones. For some conditions, single chemical reaction zones on either side of the counterflow configuration are found. Conditions under which these different flame structures exist are analyzed. Previous studies identified only two different structures for non-identical boundary conditions, and in this study, three different structures are presented for the first time. Moreover, the transition mechanisms of one structure to another are analyzed. The competition between the energy-consuming spray evaporation and the exothermic chemical reaction rates as well as the location of the spray determines the existence of the different flame structures. This transition of the different flame structures may explain spray flame characteristics such as flame pulsation or flame instabilities.
采用数值模拟的方法,研究了富燃料条件下非预混乙醇/空气层流喷射火焰在轴对称逆流状态下的结构。单分散乙醇喷雾由空气携带,并直接对着气流。两股气流在300k时进入,系统处于大气压力下。在相同的边界和初始条件下,识别出多达三种不同结构的火焰,并给出了状态图,显示了它们在配置的喷雾侧的气体应变率方面的存在条件,[公式:见文本],从55/s开始,初始喷雾速度为0.44 m/s。考虑喷雾侧等效比[公式:见文]在1.1 ~ 1.6之间变化,初始液滴半径[公式:见文]在10 ~ 50[公式:见文]m之间变化。最稳定的喷焰结构以两个化学反应区为特征。在某些条件下,逆流构型的两侧存在单一化学反应区。分析了这些不同火焰结构存在的条件。以往的研究只确定了两种不同的边界条件下的结构,而在本研究中,首次提出了三种不同的结构。此外,还分析了一种结构向另一种结构的过渡机制。消耗能量的喷雾蒸发与放热化学反应速率之间的竞争以及喷雾的位置决定了不同火焰结构的存在。这种不同火焰结构的转变可以解释喷雾火焰的特征,如火焰脉动或火焰不稳定性。
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引用次数: 0
Effects of fuel Lewis number on the minimum ignition energy and its transition for turbulent homogeneous fuel–air mixtures 湍流均匀燃料-空气混合物中燃料Lewis数对最小点火能量及其跃迁的影响
IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-07-19 DOI: 10.1177/17568277231187494
V. Papapostolou, N. Chakraborty
The effects of fuel Lewis number on the minimum ignition energy (MIE) requirements for ensuring successful thermal runaway, and self-sustained flame propagation have been analysed for forced ignition of homogeneous fuel–air mixtures under decaying turbulence for a wide range of initial turbulence intensities using three-dimensional direct numerical simulations. The minimum energy demand for ensuring self-sustained flame propagation has been found to be greater than that for ensuring only thermal runaway irrespective of its outcome for large turbulence intensities, and the minimum ignition energy increases with increasing rms turbulent velocity irrespective of the fuel Lewis number. The MIE values have been found to increase more sharply with increasing turbulence intensity beyond a critical value for all fuel Lewis numbers considered here. The variations of the normalised MIE (MIE normalised by its laminar value) with increasing turbulence intensity beyond the critical point follow a power-law and the power-law exponent has been found to increase with an increase in fuel Lewis number. This behaviour has been explained using a scaling analysis. The stochasticity associated with forced ignition has been demonstrated by using different realisations of statistically similar turbulent flow fields for the energy inputs corresponding to the MIE and successful outcomes are obtained in most instances, justifying the evaluation of the MIE values in this analysis.
使用三维直接数值模拟,分析了燃料路易斯数对确保成功热失控的最小点火能量(MIE)要求以及均匀燃料-空气混合物在衰减湍流下的自持火焰传播的影响。已发现,无论大湍流强度的结果如何,确保自持火焰传播的最小能量需求都大于仅确保热失控的最小能量要求,并且无论燃料路易斯数如何,最小点火能量都随着均方根湍流速度的增加而增加。已经发现MIE值随着湍流强度的增加而急剧增加,超过此处考虑的所有燃料Lewis数的临界值。归一化MIE(通过其层流值归一化的MIE)随着湍流强度的增加而超过临界点的变化遵循幂律,并且幂律指数随着燃料Lewis数的增加而增加。这种行为已经通过比例分析进行了解释。通过对与MIE相对应的能量输入使用统计上相似的湍流场的不同实现,已经证明了与强制点火相关的随机性,并且在大多数情况下都获得了成功的结果,证明了本分析中MIE值的评估是合理的。
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引用次数: 0
Direct numerical simulation of SpraySyn burner: Impact of liquid solvent 喷雾同步燃烧器的直接数值模拟:液体溶剂的影响
IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-07-13 DOI: 10.1177/17568277231187471
A. Abdelsamie, H. Wiggers, F. Kruis, D. Thévenin
The SpraySyn burner is a new system recently developed at the University of Duisburg-Essen to investigate experimentally nanoparticle synthesis in spray flames for a variety of materials. The current project aims at performing direct numerical simulations with detailed physicochemical models of configurations closely related to this burner. The effect of using different solvents to produce titanium-dioxide (TiO[Formula: see text]) nanoparticles is discussed in this work. The two solvents considered are o-xylene and ethanol mixed in liquid state with tetraisopropoxide to form TiO[Formula: see text]. The liquid is injected into a pilot flame as dispersed spray with a carrier flow (dispersion gas). The resulting particle size distribution is examined as well. It is in particular observed that using ethanol leads to faster agglomeration and larger nanoparticles. This effect is qualitatively similar to that found when injecting smaller liquid spray droplets.
SpraySyn燃烧器是杜伊斯堡-埃森大学最近开发的一种新系统,用于实验研究各种材料的喷雾火焰纳米颗粒合成。目前的项目旨在使用与该燃烧器密切相关的配置的详细物理化学模型进行直接数值模拟。本文讨论了不同溶剂对制备二氧化钛纳米粒子(TiO[分子式:见原文])的影响。所考虑的两种溶剂是邻二甲苯和乙醇与四异丙醇混合形成TiO[公式:见文]。液体被注入先导火焰作为分散喷雾与载体流(分散气体)。所得到的粒度分布也进行了检验。特别观察到,使用乙醇会导致更快的团聚和更大的纳米颗粒。这种效果在质量上与注入较小的液体喷雾液滴时发现的效果相似。
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引用次数: 0
Uncertainty quantification analysis of Reynolds-averaged Navier–Stokes simulation of spray swirling jets undergoing vortex breakdown 雷诺平均Navier-Stokes数值模拟在涡流破坏过程中的不确定性量化分析
IF 1.6 4区 工程技术 Q3 ENGINEERING, MECHANICAL Pub Date : 2023-06-20 DOI: 10.1177/17568277231183047
Jacopo Liberatori, R. M. Galassi, M. Valorani, P. P. Ciottoli
The computational fluid dynamics-based design of next-generation aeronautical combustion chambers is challenging due to many geometrical and operational parameters to be optimized and several sources of uncertainty that arise from numerical modeling. The present work highlights the potential benefits of exploiting Bayesian uncertainty quantification at the preliminary design stage. A prototypical configuration of an acetone/air spray swirling jet is investigated through an Eulerian–Lagrangian method under non-reactive conditions. Two direct numerical simulations (DNSs) provide reference data, coping with different vortex breakdown states. Consequently, a set of Reynolds-averaged Navier–Stokes simulations is conducted. Polynomial chaos expansion (PCE) is adopted to propagate the uncertainty associated with the spray dispersion model and the turbulent Schmidt number, delivering confidence intervals and the sensitivity of the output variance to each uncertain input. Consequently, the most significant sources of modeling uncertainty may be identified and eventually removed via a calibration procedure, thus making it possible to carry out a combustion chamber optimization process that is no longer affected by numerical biases. The uncertainty quantification analysis in the current study demonstrates that the spray dispersion model slightly affects the fuel vapor spatial distribution under vortex breakdown flow conditions, compared with the output variance induced by the selection of the turbulent Schmidt number. As a result, additional high-fidelity experimental and numerical campaigns should exclusively address the development of an ad hoc model characterizing the spatial distribution of the latter in the presence of vortex breakdown phenomenology, discarding any effort to improve the spray dispersion formulation.
基于计算流体动力学的下一代航空燃烧室设计具有挑战性,因为许多几何和操作参数需要优化,并且数值模拟产生了几个不确定性来源。目前的工作强调了在初步设计阶段利用贝叶斯不确定性量化的潜在好处。用欧拉-拉格朗日方法研究了非反应条件下丙酮/空气喷雾旋流射流的典型构型。两个直接数值模拟(dns)提供了参考数据,以应对不同的涡旋击穿状态。因此,进行了一组reynolds -average Navier-Stokes模拟。采用多项式混沌展开(PCE)传播与喷雾扩散模型和湍流施密特数相关的不确定性,给出了输出方差对每个不确定输入的置信区间和灵敏度。因此,可以确定建模不确定性的最重要来源,并最终通过校准程序消除,从而使燃烧室优化过程不再受数值偏差的影响成为可能。本研究的不确定度量化分析表明,与湍流施密特数的选择引起的输出方差相比,喷雾分散模型对涡旋击穿工况下燃油蒸气空间分布的影响较小。因此,额外的高保真实验和数值运动应该专门解决在涡旋击破现象学存在下表征后者空间分布的特别模型的发展,放弃任何改进喷雾分散配方的努力。
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引用次数: 0
期刊
International Journal of Spray and Combustion Dynamics
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