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Integrated Hybrid Engine Cycle Design and Power Management Optimization 综合混合动力发动机循环设计与动力管理优化
Pub Date : 2024-03-09 DOI: 10.1115/1.4065020
Raj Ghelani, I. Roumeliotis, C. Saias, C. Mourouzidis, V. Pachidis, Justin Norman, Marko Bacic
An integrated gas turbine cycle design and power management optimization methodology for parallel hybrid electric architectures is shown in this article. The gas turbine cycle design method is extended to both turboprop and turbofan architectures with trade studies performed initially at cycle level. It is shown that the degree of electrification is limited by the surge margin levels of booster for turbofan configuration. An aircraft mission level assessment is then performed using the integrated method initially for an A320 Neo style aircraft case. The results indicate that optimal cycle redesigned hybrid electric propulsion system (HEPS) favor take-off and climb power on-takes while optimal retrofit HEPS favor cruise power on-takes. It is shown that for current battery energy density (250 Wh/Kg), there is no fuel burn benefit. Furthermore, even for optimistic values (750 Wh/kg), the maximum fuel burn benefit for 500 nm mission is 5.5% and 4% for redesigned and retrofit HEPS, respectively. The power management strategies for HEPS configurations also differ based on gas turbine technology with improvement in gas turbine technology showing greater scope for electrification. The method is then extended to ATR 72 style aircraft case, showing greater fuel burn benefits across the flight mission envelope. The power management strategies also change depending on the objective function, and optimum strategies are reported for direct operating cost or fuel burn. Finally, a novel multi-mission approach is shown to highlight the overall fuel burn and direct operating cost benefit across the mission cluster.
本文介绍了并联混合动力架构的集成燃气轮机循环设计和动力管理优化方法。燃气涡轮循环设计方法扩展到涡轮螺旋桨和涡轮风扇架构,最初在循环层面进行贸易研究。结果表明,电气化程度受到涡扇配置的助推器浪涌余量水平的限制。然后,使用综合方法对 A320 Neo 型飞机进行了飞行任务级评估。结果表明,最佳循环重新设计的混合电力推进系统(HEPS)有利于起飞和爬升功率的吸收,而最佳改造的混合电力推进系统有利于巡航功率的吸收。结果表明,就目前的电池能量密度(250 Wh/Kg)而言,没有燃料消耗方面的优势。此外,即使是乐观值(750 Wh/kg),重新设计的 HEPS 和改造后的 HEPS 在 500 nm 飞行任务中的最大燃料燃烧效益也分别为 5.5% 和 4%。HEPS 配置的电源管理策略也因燃气轮机技术而异,燃气轮机技术的改进为电气化提供了更大的空间。然后将该方法扩展到 ATR 72 型飞机的案例中,结果表明在整个飞行任务包络线内,燃料消耗效益更大。动力管理策略也会根据目标函数的不同而改变,并报告了直接运营成本或燃料消耗的最佳策略。最后,展示了一种新颖的多任务方法,以突出整个任务集群的总体燃油消耗和直接运营成本效益。
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引用次数: 0
A New Global Gas Dynamics Performance Optimization Method for Refrigeration Centrifugal Compressor Stage Based on the Immune Algorithm 基于免疫算法的新型制冷离心压缩机级全局气体动力学性能优化方法
Pub Date : 2024-03-01 DOI: 10.1115/1.4064976
Lu Liang, Wuqi Gong, Yitong Liu, Fang Wang
This study proposes a new global gas dynamics optimization method which was applied to a multi-objective optimization task of centrifugal compressor performance with the aim of determining the improvement probability for achieving high efficiency across a wide operating range. Initially, the original Nondominated Neighbor Immune Algorithm (NNIA) was extended to solve constrained multi-objective optimization problems for the first time, which mainly incorporated a procedure for handling inequality and equality constraints without additional parameters. Subsequently, an adaptive topological Back-propagation Multilayer Feed-forward Artificial Neural Network (BP-MLFANN) was trained using the modified NNIA to quickly evaluate the fitness value of the centrifugal compressor stage performance during the optimization. The feasibility of the method was validated using the first stage of a refrigeration centrifugal compressor. The results indicated a substantial enhancement in the stage efficiency of the optimized impeller at the Near-stall, Design, and Near-choke operating points, with increasement of 1.8%, 1.9%, and 4%, respectively, as compared to the baseline stage. The flow field analysis shows that the impact loss at impeller leading edge and flow separation in the passage reduced greatly, the mixing process between the leakage flow and mainstream in the channel is significantly weakened, thus the flow field becomes more uniform after optimization. The new global gas dynamics optimization method provides a reference for the development of efficient and rapid optimization techniques for centrifugal compressor.
本研究提出了一种新的全局气体动力学优化方法,并将其应用于离心式压缩机性能的多目标优化任务,目的是确定在宽工作范围内实现高效率的改进概率。最初,原始的非支配邻域免疫算法(NNIA)首次被扩展用于解决受约束的多目标优化问题,该算法主要包含一个处理不等式和等式约束的程序,无需额外参数。随后,利用改进的 NNIA 训练了一个自适应拓扑反向传播多层前馈人工神经网络(BP-MLFANN),以在优化过程中快速评估离心压缩机级性能的适配值。使用制冷离心压缩机的第一级验证了该方法的可行性。结果表明,优化后的叶轮在近滞流、设计和近窒息运行点的级效率大幅提高,与基准级相比分别提高了 1.8%、1.9% 和 4%。流场分析表明,叶轮前缘的冲击损失和通道内的流动分离大大减少,泄漏流与主流在通道内的混合过程明显减弱,因此优化后的流场更加均匀。新的全局气体动力学优化方法为开发高效、快速的离心式压缩机优化技术提供了参考。
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引用次数: 0
Numerical and Experimental Study On the Influence of Honeycomb Bushing Wear On the Leakage Flow Characteristics of Labyrinth Seal 蜂窝衬套磨损对迷宫密封泄漏流量特性影响的数值和实验研究
Pub Date : 2024-02-23 DOI: 10.1115/1.4064824
Wenfeng Xu, Zeming Wang, Dan Sun, Guozhe Ren, Yu Li, Dezheng Lu
Honeycomb bushing wear has a significant effect on the leakage characteristics of the labyrinth seal. In this paper, four kinds of honeycomb bushing labyrinth seals were designed and processed. The leakage characteristics of honeycomb bushing labyrinth seal were studied experimentally under different inlet and outlet pressure ratios and sealing clearance conditions. At the same time, the numerical model of honeycomb bushing labyrinth seals were established, and the influence of honeycomb bushing wear on the flow field characteristics of labyrinth seals was analyzed by numerical simulation. The existing leakage formula was modified by the correction coefficient method. The results show that the leakage of four kinds of honeycomb bushing labyrinth seals increases with the increase of pressure ratio and sealing clearance, and the sealing effect of unworn honeycomb bushing labyrinth seal is the best. With the increase in wear depth, the leakage of the honeycomb bushing labyrinth seal increases, and the maximum leakage can be increased by 59.59 %. The wear groove weakens the throttling effect of the labyrinth, causing the leakage of the seal to increase. The increase of the depth of the wear groove changes the flow area and the direction of the jet, so that the leakage increases slightly. The theoretical formula of leakage is corrected by the correction coefficient method. The value calculated by the corrected theoretical formula of leakage is in good agreement with the experiment, and the error is within 5%. It meets the practical application of the project.
蜂窝衬套的磨损对迷宫密封的泄漏特性有很大影响。本文设计并加工了四种蜂窝衬套迷宫密封件。实验研究了不同进出口压力比和密封间隙条件下蜂窝衬套迷宫密封的泄漏特性。同时,建立了蜂窝衬套迷宫密封的数值模型,并通过数值模拟分析了蜂窝衬套磨损对迷宫密封流场特性的影响。通过修正系数法对现有的泄漏公式进行了修正。结果表明,四种蜂窝衬套迷宫密封件的泄漏量随压力比和密封间隙的增大而增大,未磨损的蜂窝衬套迷宫密封件的密封效果最好。随着磨损深度的增加,蜂窝衬套迷宫密封的泄漏量也随之增加,最大泄漏量可增加 59.59 %。磨损沟槽削弱了迷宫的节流作用,导致密封泄漏量增加。磨损槽深度的增加改变了流动面积和射流方向,使泄漏量略有增加。用修正系数法对泄漏量的理论公式进行修正。修正后的泄漏量理论公式计算值与实验结果吻合良好,误差在 5%以内。符合项目的实际应用。
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引用次数: 0
Multidisciplinary Design Methodology for Micro-Gas-Turbines - Part II: System Analysis and Optimization 微型燃气轮机多学科设计方法--第二部分:系统分析与优化
Pub Date : 2024-02-23 DOI: 10.1115/1.4064826
Lukas Badum, B. Cukurel
Owing to their high specific energy capabilities, ultra micro gas turbines (UMGT) are a high-potential technology to provide portable electric power supply for applications with demand of less than 1 kW. UMGT conceptual design is challenged by small-scale effects augmenting interdisciplinary dependencies leading to highly coupled, non-linear component interactions. This work provides a novel approach to conceptual UMGT design by combining reduced order component and system modelling with constrained multi-objective optimization. Hereby, Part I presents integrated design and performance modelling of compressor, turbine, combustor and generator. In Part II, the heat engine and generator modules are merged into a system framework by establishing conceptual UMGT rotor geometry and engine design. Following bearing selection and lifetime assessment, experimentally validated reduced order models are developed for heat transfer and rotordynamic analysis. Using the elaborated framework, a constrained multi-objective system optimization of a 300W engine is performed based on ten design parameters and comparing SiAlON and Inconel 718 as potential rotor materials available for additive manufacturing. Hereby, bearing lifetime, system efficiency and specific power are maximized while meeting rotordynamic, structural and thermal requirements. Evaluating the results, interdisciplinary effects are highlighted, and two optimum engine configurations are suggested.
超微型燃气轮机(UMGT)具有很高的比能量,是一种为需求小于 1 千瓦的应用提供便携式电力供应的高潜力技术。超微型燃气轮机的概念设计面临着小尺度效应和跨学科依赖性的挑战,这导致了高度耦合的非线性组件相互作用。本研究通过将低阶组件和系统建模与受限多目标优化相结合,为 UMGT 概念设计提供了一种新方法。因此,第一部分介绍了压缩机、涡轮机、燃烧器和发电机的综合设计和性能建模。在第二部分中,通过建立概念性 UMGT 转子几何和发动机设计,将热机和发电机模块合并为一个系统框架。在轴承选择和寿命评估之后,为传热和旋转动力学分析开发了经过实验验证的减阶模型。利用精心设计的框架,基于十个设计参数对 300W 发动机进行了约束性多目标系统优化,并将 SiAlON 和 Inconel 718 作为可用于增材制造的潜在转子材料进行了比较。因此,在满足旋转动力、结构和热要求的同时,轴承寿命、系统效率和比功率都达到了最大化。评估结果突出了跨学科效应,并提出了两种最佳发动机配置。
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引用次数: 0
Multidisciplinary Design Methodology for Micro-Gas-Turbines - Part I: Reduced Order Component Design and Modelling 微型燃气轮机多学科设计方法 - 第一部分:低阶组件设计和建模
Pub Date : 2024-02-23 DOI: 10.1115/1.4064825
Lukas Badum, Felix Schirrecker, B. Cukurel
Ultra micro gas turbines (UMGT) for electric power generation up to 1 kW are a viable replacement technology for lithium batteries in drones due to their high energy density. Previous research has shown that small-scale effects disqualify conceptual design practices applied to larger gas turbines owing to highly coupled, non-linear component interactions. To fill this gap, we propose an interdisciplinary conceptual design and analysis framework based on reduced order models. To this end, the current work is divided into two parts covering component design and system integration, analysis and optimization. In Part I, automated conceptual design of all engine sub-components is elaborated facilitating interdependent reduced order models for compressor, turbine, combustor and high-speed generator, while also considering additive manufacturing constraints. In a second step, the reduced order performance models are compared to CFD RANS simulations of various turbomachinery geometries as well as experimental data of combustor and high-speed generator prototypes, showing good agreement and thus validating the component modules. In conclusion, the first part of this work elaborates an automated and efficient method to conceptual design of all components required for a functional UMGT. Since the strategy is applicable independent of component arrangement and engine layout, the proposed methods offer a universal framework for small gas turbine generators.
用于发电的超微型燃气轮机(UMGT)功率可达 1 千瓦,由于其能量密度高,是无人机中锂电池的可行替代技术。以往的研究表明,由于高度耦合的非线性组件相互作用,小尺度效应使应用于大型燃气轮机的概念设计实践失去了可行性。为了填补这一空白,我们提出了一个基于减阶模型的跨学科概念设计和分析框架。为此,目前的工作分为两部分,涵盖组件设计和系统集成、分析和优化。在第一部分中,我们详细阐述了所有发动机子组件的自动化概念设计,为压气机、涡轮、燃烧器和高速发电机建立了相互依存的减阶模型,同时还考虑了增材制造的限制因素。第二步,将减阶性能模型与各种涡轮机械几何形状的 CFD RANS 仿真以及燃烧器和高速发电机原型的实验数据进行比较,结果显示两者吻合良好,从而验证了组件模块的有效性。总之,这项工作的第一部分阐述了一种自动、高效的方法,用于对功能性 UMGT 所需的所有组件进行概念设计。由于该方法不受组件排列和发动机布局的影响,因此为小型燃气涡轮发电机提供了一个通用框架。
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引用次数: 0
Dynamic Performance of Liquid Smooth Annular Seal Operating in the Transition Regime 液体光滑环形密封件在过渡状态下的动态性能
Pub Date : 2024-02-21 DOI: 10.1115/1.4064805
Seung-Hyeop Hyun, Adolfo Delgado
This paper presents the experimental leakage and rotordynamic performance for a liquid smooth annular seal operating in the transition regime. The test conditions include pressure differentials up to 64 bars with 1~2 bar increments for 6 rotor speeds (2.5, 3.8, 5, 7.5, 8.8, and 10 krpm), as well as non-rotating rotor case under zero pre-swirl condition. The rotordynamic coefficients for all the test conditions are obtained by pseudo-random excitation of the seal at multiple subsynchronous frequencies. By considering the transition Reynolds number (1000 < Re < 3000) and the Taylor Number (Ta) vs Axial Reynolds Number (Rez), the variations in the direct stiffness coefficients (K) can used as an indicator of the flow regime transition boundaries. The direct stiffness K resulting from the Lomakin and hydrodynamic effects significantly drops until Rez reaches ~1500. For higher Rez, K increases mainly due to hydrodynamic effects. When K drops, the cross-coupled stiffness k, the direct damping C and the cross-coupled virtual mass m increase while the cross-coupled damping c and virtual mass M decrease. None of predictions based on either laminar or turbulent flow show the variations in rotordynamic coefficients obtained from experimental results. The leakage is not highly influenced by rotor speeds for low speed cases crossing laminar boundary as ?P increases, however, results for higher speeds in the superlaminar region show reduced leakage rates as rotor speed increases.
本文介绍了液体光滑环形密封在过渡状态下的试验泄漏和旋转动力性能。试验条件包括 6 种转子速度(2.5、3.8、5、7.5、8.8 和 10 krpm)下最高 64 巴的压差(增量为 1~2 巴),以及零预旋流条件下的非旋转转子情况。所有测试条件下的旋转动力系数都是通过在多个次同步频率下对密封件进行伪随机激励获得的。通过考虑过渡雷诺数(1000 < Re < 3000)和泰勒数(Ta)与轴向雷诺数(Rez)的关系,直接刚度系数(K)的变化可作为流态过渡边界的指标。洛马金效应和流体动力学效应导致的直接刚度 K 在 Rez 达到 ~1500 之前显著下降。Rez 越高,K 越大,这主要是由于流体动力学效应。当 K 下降时,交叉耦合刚度 k、直接阻尼 C 和交叉耦合虚拟质量 m 增加,而交叉耦合阻尼 c 和虚拟质量 M 减少。基于层流或湍流的预测均未显示出实验结果所获得的旋转动力系数的变化。对于穿越层流边界的低速情况,随着 P 的增加,泄漏受转子速度的影响不大,然而,超层流区域的高速结果显示,随着转子速度的增加,泄漏率降低。
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引用次数: 0
Characterizing Drop-Wall Interactions of Engine Fuels at Engine-Relevant Conditions Using Smoothed Particle Hydrodynamics 利用平滑粒子流体力学表征发动机燃料在发动机相关条件下的液滴-壁相互作用
Pub Date : 2024-02-20 DOI: 10.1115/1.4064802
Mohammad F. F. Patwary, Doruk Isik, Song-Charng Kong, Eric Mayhew, Kenneth S. Kim, Chol-Bum M. Kweon
In an internal combustion engine, interactions of fuel droplets and heated walls can significantly affect the combustion process and engine performance. The formation and characteristics of secondary droplets from drop-wall interactions are functions of various factors such as fuel properties, impact velocity, ambient conditions, and wall temperature. Understanding the impact behavior is important to optimize the distribution of the fuel-air mixture for efficient and clean combustion and to develop a comprehensive spray-wall interaction model. In this study, three-dimensional smoothed particle hydrodynamics (SPH) simulations are performed to investigate the interactions of fuel droplets with a heated wall at atmospheric and elevated pressures over a range of Weber numbers (We). The SPH model is validated using available experimental data. Secondary atomization is characterized by using size distributions for different fuels. The resulting droplets vary in size, where secondary droplets are mostly below 7 µm in diameter. Following these cases, this paper qualitatively describes the impact process and proposes empirical correlation relating the mean secondary droplet size to ambient pressure in the film-boiling regime. Post-impingement vaporization characteristics are also analyzed and compared for fuels with drastically different vapor pressures.
在内燃机中,燃料液滴和加热壁的相互作用会对燃烧过程和发动机性能产生重大影响。液滴与壁面相互作用产生的二次液滴的形成和特性受多种因素的影响,如燃料特性、撞击速度、环境条件和壁面温度。了解撞击行为对于优化燃料-空气混合气的分布以实现高效清洁燃烧以及开发全面的喷壁相互作用模型非常重要。在本研究中,我们进行了三维平滑粒子流体力学(SPH)模拟,以研究在大气压和高压下,燃料液滴与加热壁在一定韦伯数(We)范围内的相互作用。利用现有实验数据对 SPH 模型进行了验证。利用不同燃料的尺寸分布来描述二次雾化。所产生的液滴大小不一,其中二次液滴的直径大多低于 7 微米。根据这些情况,本文定性描述了撞击过程,并提出了在薄膜沸腾状态下二次雾滴平均尺寸与环境压力之间的经验相关性。本文还分析并比较了蒸汽压差异极大的燃料的撞击后汽化特性。
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引用次数: 0
Operational Strategies of 2-Spool Micro Gas Turbine with Alternative Fuels: A Performance Assessment 使用替代燃料的双涡管微型燃气轮机的运行策略:性能评估
Pub Date : 2024-02-20 DOI: 10.1115/1.4064798
A. Gaitanis, Ravi Nath Tiwari, W. De Paepe, M. L. Ferrari, F. Contino, P. Breuhaus
Micro Gas Turbines (mGT) have not yet succeeded in conquering the small-scale combined heat and power (CHP) market. One reason is that their electrical efficiency is not high enough to maintain a cost-effective operation. A two-shaft intercooled mGT has the potential to meet the current market demand. This technology maintains a high electrical efficiency even at part load and coupled with its fuel-flexible combustion chamber, makes it an ideal candidate for CHP concepts in a renewable future. In this paper, performance analysis on 2-spool mGT is carried out with various fuel blends. Attention is given to the low-pressure and high-pressure compressors and the variation of surge margin by adding hydrogen and syngas. Two control strategies of the mGT are adopted. In the first scenario, the two shafts have equal rotational speed while in the second, the speeds are controlled independently. As the engine is operated at equal speeds, the maximum performance with 100 vol.% of syngas is observed at 85% of the nominal load while 100 vol.% of hydrogen shows maximum efficiency at a load of 63.7%. At electric power lower than 60% and for high amounts of syngas in natural gas, the low-pressure compressor (LPC) operates closely to surge line. In the second scenario, the efficiency increases as the load decreases and the LPC runs in an efficient and safe operating region. Moreover, the performance of the 2-spool mGT is influenced by the amount of nitrogen in syngas.
微型燃气轮机(mGT)尚未成功征服小型热电联产(CHP)市场。原因之一是它们的电气效率不够高,无法维持经济高效的运行。双轴内冷式 mGT 有潜力满足当前的市场需求。这种技术即使在部分负荷时也能保持较高的电气效率,再加上其燃料灵活的燃烧室,使其成为未来可再生热电联产概念的理想候选者。本文对使用各种混合燃料的 2 线槽 mGT 进行了性能分析。重点分析了低压和高压压缩机,以及通过添加氢气和合成气来改变涌流裕量。采用了两种 mGT 控制策略。在第一种情况下,两个轴的转速相等,而在第二种情况下,两个轴的转速独立控制。当发动机以等速运行时,在额定负载的 85% 时,使用 100 Vol.% 合成气可观察到最大性能,而使用 100 Vol.% 氢气则可在 63.7% 负载时观察到最大效率。在电力低于 60% 和天然气中合成气含量较高的情况下,低压压缩机 (LPC) 的运行接近浪涌线。在第二种情况下,效率随着负荷的降低而提高,低压压缩机在高效和安全的运行区域内运行。此外,2-spool mGT 的性能还受到合成气中氮气含量的影响。
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引用次数: 0
The Effect of Film Development On Primary Breakup in a Prefilming Airblast Atomiser 薄膜显影对预成膜喷气雾化器中一次打散的影响
Pub Date : 2024-02-13 DOI: 10.1115/1.4064729
Jack R. J. Wetherell, Andrew Garmory
Liquid fuelled gas turbines are likely to remain a dominant force in aviation propulsion for the foreseeable future, and therefore understanding the atomisation process is key to meeting future emissions and performance legislation. To make experiments and simulations possible, simplified geometry and boundary conditions are often used, for example, simulations of primary atomisation often use a fixed film height and velocity. This paper aims to quantify the effect of a fully developed unsteady film on the atomisation process. A custom Coupled Level Set & Volume of Fluid (CLSVOF) solver with adaptive meshing built in OpenFOAM v9 is used. A simulation of the atomisation process in the Karlsruhe Institute of Technology atomisation experiment (Warncke et al., 2017) is presented. A precursor simulation of the film development is used to provide accurate, temporally and spatially resolved inlet boundary conditions. These results are compared to previous CLSVOF simulations from Wetherell et al. (2020) using traditional boundary conditions. The unsteady film has doubled the modal ligament length and widened the distribution, and is now in better agreement with experimental measurements. A clear correlation in both time and space is observed between the film, atomisation process, and spray. The SMD is significantly increased, again giving better agreement with the experiment. A discussion of extracting statistical descriptions of the spray is given, outlining the unfeasible computational cost required to converge droplet diameter distributions and other high order statistics for a case such as this.
在可预见的未来,液体燃料燃气轮机仍将是航空推进领域的主导力量,因此了解雾化过程是满足未来排放和性能法规要求的关键。为了使实验和模拟成为可能,通常会使用简化的几何形状和边界条件,例如,一级雾化模拟通常使用固定的薄膜高度和速度。本文旨在量化充分发展的非稳定薄膜对雾化过程的影响。本文使用了 OpenFOAM v9 中自适应性网格划分的定制耦合液面集和流体体积(CLSVOF)求解器。介绍了卡尔斯鲁厄理工学院雾化实验(Warncke 等人,2017 年)中的雾化过程模拟。薄膜发展的前驱模拟用于提供精确、时间和空间分辨率高的入口边界条件。这些结果与 Wetherell 等人(2020 年)之前使用传统边界条件进行的 CLSVOF 模拟进行了比较。非稳态薄膜将模态韧带长度增加了一倍,并扩大了分布范围,现在与实验测量结果更加一致。薄膜、雾化过程和喷雾之间在时间和空间上都有明显的相关性。SMD 明显增加,再次与实验结果更加吻合。本文讨论了提取喷雾统计描述的问题,概述了在这种情况下收敛液滴直径分布和其他高阶统计所需的不可行的计算成本。
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引用次数: 0
The Effect of Film Development On Primary Breakup in a Prefilming Airblast Atomiser 薄膜显影对预成膜喷气雾化器中一次打散的影响
Pub Date : 2024-02-13 DOI: 10.1115/1.4064729
Jack R. J. Wetherell, Andrew Garmory
Liquid fuelled gas turbines are likely to remain a dominant force in aviation propulsion for the foreseeable future, and therefore understanding the atomisation process is key to meeting future emissions and performance legislation. To make experiments and simulations possible, simplified geometry and boundary conditions are often used, for example, simulations of primary atomisation often use a fixed film height and velocity. This paper aims to quantify the effect of a fully developed unsteady film on the atomisation process. A custom Coupled Level Set & Volume of Fluid (CLSVOF) solver with adaptive meshing built in OpenFOAM v9 is used. A simulation of the atomisation process in the Karlsruhe Institute of Technology atomisation experiment (Warncke et al., 2017) is presented. A precursor simulation of the film development is used to provide accurate, temporally and spatially resolved inlet boundary conditions. These results are compared to previous CLSVOF simulations from Wetherell et al. (2020) using traditional boundary conditions. The unsteady film has doubled the modal ligament length and widened the distribution, and is now in better agreement with experimental measurements. A clear correlation in both time and space is observed between the film, atomisation process, and spray. The SMD is significantly increased, again giving better agreement with the experiment. A discussion of extracting statistical descriptions of the spray is given, outlining the unfeasible computational cost required to converge droplet diameter distributions and other high order statistics for a case such as this.
在可预见的未来,液体燃料燃气轮机仍将是航空推进领域的主导力量,因此了解雾化过程是满足未来排放和性能法规要求的关键。为了使实验和模拟成为可能,通常会使用简化的几何形状和边界条件,例如,一级雾化模拟通常使用固定的薄膜高度和速度。本文旨在量化充分发展的非稳定薄膜对雾化过程的影响。本文使用了 OpenFOAM v9 中自适应性网格划分的定制耦合液面集和流体体积(CLSVOF)求解器。介绍了卡尔斯鲁厄理工学院雾化实验(Warncke 等人,2017 年)中的雾化过程模拟。薄膜发展的前驱模拟用于提供精确、时间和空间分辨率高的入口边界条件。这些结果与 Wetherell 等人(2020 年)之前使用传统边界条件进行的 CLSVOF 模拟进行了比较。非稳态薄膜将模态韧带长度增加了一倍,并扩大了分布范围,现在与实验测量结果更加一致。薄膜、雾化过程和喷雾之间在时间和空间上都有明显的相关性。SMD 明显增加,再次与实验结果更加吻合。本文讨论了提取喷雾统计描述的问题,概述了在这种情况下收敛液滴直径分布和其他高阶统计所需的不可行的计算成本。
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引用次数: 0
期刊
Journal of Engineering for Gas Turbines and Power
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