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Thermodynamic performance study of simplified precooled engine cycle with coupling power output 具有耦合功率输出的简化预冷发动机循环的热力学性能研究
IF 1.1 Q4 ENGINEERING, MECHANICAL Pub Date : 2024-07-30 DOI: 10.33737/jgpps/187745
Yifan Wang, Dechen Liu, Pengcheng Xu, Pengcheng Du, Zhengping Zou
Horizontal takeoff and landing, reusable hypersonic vehicles have become one of hot spots of aviation field due to their high performance over all operating conditions. The propulsion system with high performance power output capability inside flight envelope is the key to conduct various missions. In order to meet the power demand of the vehicle systems, a coupled power output moderate pre-cooled cycle engine thermodynamic cycle based on closed-cycle supercritical helium was established. The sensitivity of propulsion system parameters and the overall performance of the design point of the thermodynamic cycle were analyzed. The influence law of the power extraction parameters was comparatively analyzed between the bleeding of high-pressure pre-combustion gas and expansion power from supercritical helium closed-cycle. According to the above results, a moderate precooled engine based on supercritical helium closed-cycle with power extraction was constructed. The results show that the scheme can achieve the performance of 109.6 kN thrust and 1,645 s specific impulse with 2 MW power extraction at 25.8 km, Ma5.0, which could provide a new idea for precooled engine scheme with power output.
水平起降、可重复使用的高超音速飞行器因其在各种工作条件下的高性能而成为航空领域的热点之一。在飞行包线内具有高性能动力输出能力的推进系统是执行各种任务的关键。为了满足飞行器系统的动力需求,建立了基于封闭循环超临界氦气的耦合动力输出适度预冷循环发动机热力循环。分析了推进系统参数的敏感性和热力循环设计点的整体性能。比较分析了超临界氦气闭式循环高压预燃气体放气和膨胀功率对功率提取参数的影响规律。根据上述结果,构建了基于超临界氦气闭式循环功率提取的中度预冷发动机。结果表明,该方案可在 25.8 千米、Ma5.0 条件下实现 109.6 千牛推力和 1 645 秒比冲,功率提取为 2 兆瓦,为带功率输出的预冷发动机方案提供了新思路。
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引用次数: 0
Direct multi-fidelity integration of 3D CFD models in a gas turbine with numerical zooming method 用数值缩放法直接多保真度集成燃气轮机中的 3D CFD 模型
IF 0.9 Q3 Engineering Pub Date : 2024-05-20 DOI: 10.33737/jgpps/186054
Weimin Deng, Zuojun Wei, Ming Ni, Haotian Gao, Guangming Ren
Multi-fidelity simulation improves the simulation accuracy and captures more detailed information about aero engines under limited computing resources, which is implemented by coupling different levels of models using numerical zooming methods. However, there is an obvious problem in traditional zooming methods such as the iterative coupled zooming method or mini-map method: both the convergence and accuracy depend highly on the component general characteristic maps. Based on the investigation of a micro gas turbine, a direct zooming method (Cycle with CFD in it, CWCFD) is developed. It directly embeds the 3D CFD compressor and turbine model into a 0D component-level model without component general characteristic maps. Then, the CWCFD zooming method is compared with the traditional 0D component-level model in terms of the throttle characteristics of the micro gas turbine, and the experimental data of the ground test is performed to verify the effectiveness of the CWCFD zooming methods. The results indicate that the CWCFD zooming method matches well with the test data better than the traditional 0D component-level model.
在有限的计算资源条件下,多保真度仿真可提高仿真精度并获取航空发动机的更多详细信息,其实现方法是使用数值缩放方法将不同层次的模型耦合起来。然而,迭代耦合缩放法或微型图法等传统缩放方法存在一个明显的问题:收敛性和精度都高度依赖于组件的通用特征图。基于对微型燃气轮机的研究,我们开发了一种直接放大法(Cycle with CFD in it,CWCFD)。它将三维 CFD 压缩机和涡轮机模型直接嵌入到不带部件通用特性图的 0D 部件级模型中。然后,就微型燃气轮机的节流特性对 CWCFD 缩放方法与传统的 0D 组件级模型进行了比较,并通过地面试验数据验证了 CWCFD 缩放方法的有效性。结果表明,与传统的 0D 组件级模型相比,CWCFD 缩放方法与试验数据的匹配性更好。
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引用次数: 0
A novel performance adaptation method for aero-engine matching over a wide operating range 用于宽工作范围内航空发动机匹配的新型性能适应方法
IF 0.9 Q3 Engineering Pub Date : 2024-05-14 DOI: 10.33737/jgpps/186055
Ye Wang, Zepeng Wang, Xizhen Wang, Bokun Zhao, Yongjun Zhao
High-fidelity performance modelling is crucial for the development of aero-engine digital twin technology. The accuracy of component-level models heavily relies on the precision of characteristic maps, and inaccuracies in these maps can cause significant deviations between predicted and actual engine performance. A novel method of aero-engine performance adaptation based on adaptation factor surfaces is proposed, which aims to provide a performance matching method for aero-engines over a wide operating range. To improve the convergence and stability of the solution, a hybrid algorithm is proposed that fuses model and measured data to calculate the adaptation factor at the operating points. The modification of the characteristic maps is achieved in both directions by means of adaptation factor surfaces. The method is validated by simulating two engines with distinct maps, and the results show that the method significantly improves the model accuracy at the component level under widely varying operating conditions, taking into account the multidimensional aspects of the maps and the differences between the real engine and the model. The proposed approach has the potential to improve the accuracy and efficiency of digital twin technology for aero-engines.
高保真性能建模对于航空发动机数字孪生技术的发展至关重要。部件级模型的精度在很大程度上依赖于特性图的精度,而特性图的不准确会导致发动机的预测性能与实际性能之间出现显著偏差。本文提出了一种基于适应因子曲面的新型航空发动机性能适应方法,旨在为航空发动机提供一种在宽工作范围内的性能匹配方法。为了提高求解的收敛性和稳定性,提出了一种混合算法,该算法融合模型和测量数据来计算工作点的适应因子。通过适应因子曲面,在两个方向上实现了对特征图的修改。通过模拟两台具有不同特征图的发动机对该方法进行了验证,结果表明,考虑到特征图的多维性以及实际发动机与模型之间的差异,该方法显著提高了在千差万别的工作条件下部件级模型的准确性。所提出的方法有望提高航空发动机数字孪生技术的精度和效率。
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引用次数: 0
Swirling flow field reconstruction and cooling performance analysis based on experimental observations using physics-informed neural networks 利用物理信息神经网络根据实验观测结果重建漩涡流场并分析冷却性能
IF 0.9 Q3 Engineering Pub Date : 2024-05-08 DOI: 10.33737/jgpps/185745
Weichen Huang, Xu Zhang, Hongyi Shao, Wenbin Chen, Yihong He, Wenwu Zhou, Yingzheng Liu
The design of thermal protection modules (such as film cooling) for combustion chambers requires a high-fidelity swirling flow field. Although numerical methods provide insights into three-dimensional mechanisms of swirling flow, their predictions of key features such as recirculation zones and swirling jets are often unsatisfactory due to inherent anisotropy and the isotropic nature of the Boussinesq hypothesis. Experimental methods, such as hot wire, laser Doppler velocimetry, and planar particle image velocimetry (PIV), offer more accurate reference data but are limited by sparse or planar observations. In this study, considering the outperformed capability of solving inverse problems, physics-informed neural network (PINN) was adopted to reconstruct the mean swirling flow field based on limited experimental observations from two-dimensional and two-component (2D2C) results. It was found that adding partial information characterizing the swirling flow, such as the swirling jet, could significantly improve the reconstruction of flow field. In addition, film cooling effectiveness was the key variable to evaluate the film cooling performance, which was relatively measurable in the scalar field. To further improve the accuracy of the reconstruction, the multi-source strategy was adopted into the neural network, where the film cooling effectiveness (FCE) of the effusion plate was imported as the scalar source. It was found that the prediction of the flow field near the target plate was improved, where the highest error reduction could reach 76.5%. Finally, through the reconstructed three-dimensional vortex distribution, it was found that swirling flow vortex structures near the swirler exit had a significant impact on cooling effectiveness, causing a non-uniform cooling distribution. This study aims to diagnose the three-dimensional swirling flow field with deep learning by leveraging limited experimental data and deepen the understanding of effusion cooling under swirling flow condition so that obtains a more accurate reference in the design of thermal protection modules.
燃烧室热保护模块(如薄膜冷却)的设计需要高保真的漩涡流场。虽然数值方法可以深入了解漩涡流的三维机制,但由于固有的各向异性和布森斯克假设的各向同性,它们对再循环区和漩涡射流等关键特征的预测往往不能令人满意。热丝、激光多普勒测速仪和平面粒子图像测速仪(PIV)等实验方法可提供更精确的参考数据,但受到观测数据稀少或平面观测的限制。在本研究中,考虑到物理信息神经网络(PINN)在解决逆问题方面的优越性能,采用物理信息神经网络(PINN)根据有限的二维和双分量(2D2C)实验观测结果重建平均漩涡流场。研究发现,添加漩涡射流等表征漩涡流的部分信息可显著改善流场重建效果。此外,薄膜冷却效果是评价薄膜冷却性能的关键变量,这在标量场中是相对可测量的。为了进一步提高重建的准确性,神经网络采用了多源策略,其中导入了流出板的薄膜冷却效果(FCE)作为标量源。结果发现,对目标板附近流场的预测得到了改善,其中误差降低率最高可达 76.5%。最后,通过重建的三维漩涡分布发现,漩涡出口附近的漩涡结构对冷却效果有显著影响,导致冷却分布不均匀。本研究旨在利用有限的实验数据,通过深度学习诊断三维漩涡流场,加深对漩涡流条件下喷流冷却的理解,从而为热保护模块的设计提供更准确的参考。
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引用次数: 0
Flow physics during durge of an axial-centrifugal compressor 轴向离心式压缩机停机时的流动物理特性
IF 0.9 Q3 Engineering Pub Date : 2024-03-18 DOI: 10.33737/jgpps/183914
Jiaan Li, Weihan Kong, Xueqi Zou, Xiwu Liu, Baotong Wang, Xinqian Zheng
Aerodynamic instability design is one of the crucial elements when designing a compressor. Unstable phenomenon such as surge harms the compressor in both performance and structure integrity. The complex unsteady flow process during instability strongly relates to the compressor design. This paper investigates the transient instability process using URANS on a three-stage-axial and one-stage-centrifugal combined compressor under its off-design conditions. Results show that the compressor suffers two surge patterns. The mild surge happens first, with a higher frequency than the traditional mild surge. Then, with the decrease of valve opening, the deep surge is initiated, and the axial stages work at the peak pressure ratio because the mass flow rate is limited by the choked radial diffuser. Moreover, analysis of aerodynamic loads reveals that IGV and the first rotor have the largest unsteady force among all blade rows. According to the flow field, the rotor root and stator tip suffer the most serious impulse caused by reversed flow during surge conditions.
空气动力不稳定性设计是压缩机设计的关键要素之一。浪涌等不稳定现象会损害压缩机的性能和结构完整性。失稳过程中复杂的非稳态流动过程与压缩机的设计密切相关。本文使用 URANS 对三阶段轴向和一阶段离心式组合压缩机在非设计条件下的瞬态不稳定过程进行了研究。结果表明,压缩机会出现两种浪涌模式。首先出现的是轻度喘振,频率高于传统的轻度喘振。然后,随着气阀开度的减小,深度喘振开始,由于质量流量受阻于径向扩散器,轴向级以峰值压力比工作。此外,气动载荷分析表明,在所有叶片排中,IGV 和第一转子的不稳定力最大。根据流场分析,转子根部和定子顶端在浪涌条件下受到的反向流冲击最为严重。
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引用次数: 1
Recent test experiences with applying multiple unshrouded impellers in a single-shaft compressor 在单轴压缩机中应用多个无罩叶轮的最新试验经验
IF 0.9 Q3 Engineering Pub Date : 2024-03-08 DOI: 10.33737/jgpps/177603
Nico Petry, Jörg Hartmann, J. Sorokes, Mark J. Kuzdzal
The use of unshrouded impellers to increase the pressure ratio and volume reduction achieved in low mole weight, single-shaft compressor applications is discussed. The aerodynamic and mechanical implications of using multiple unshrouded impellers in series is also addressed. Test results will show that with proper management of impeller tip gaps good aerodynamic performance can be achieved with three unshrouded impellers in a single process section. The development effort also leveraged a knowledge-based impeller design system to provide new impeller designs that were optimized as a function of Mach number to provide a 30% axially shorter section without compromising aerodynamic performance. The shorter axial stages in the first section pushed the rotor natural frequency 20% higher, enabling faster rotor tip speeds. Test results from a single-stage test rig and from a full-size prototype testing are provided and generally show good agreement.
讨论了使用无罩叶轮来提高低分子重量单轴压缩机应用中实现的压力比和体积减小。还讨论了串联使用多个无罩叶轮的空气动力和机械影响。测试结果表明,通过对叶轮顶端间隙的适当管理,在单个工艺段中使用三个无罩叶轮可以实现良好的空气动力性能。开发工作还利用了基于知识的叶轮设计系统,提供了新的叶轮设计,这些设计根据马赫数的函数进行了优化,在不影响空气动力性能的情况下,轴向截面缩短了 30%。第一段较短的轴向级数将转子固有频率提高了 20%,使转子顶端速度更快。提供了单级试验台和全尺寸原型机的测试结果,总体上显示出良好的一致性。
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引用次数: 0
High-fidelity CFD-trained machine learning to inform RANS-modelled interfacial turbulence 高保真的cfd训练机器学习,以通知ranss模型的界面湍流
Q3 Engineering Pub Date : 2023-08-14 DOI: 10.33737/jgpps/166558
Bertolotti Luc, Richard Jefferson-Loveday, Stephen Ambrose, Evgenia Korsukova
In aero-engine bearing chambers, two-phase shearing flows are difficult to predict as Computational Fluid Dynamics (CFD) RANS models tend to overestimate interfacial turbulence levels, leading to inaccuracies in the modelling of the flow. Turbulence damping methods have been developed to address this problem, such as Egorov’s correction, however, this method is mesh dependent and results differ considerably according to the choice of turbulence damping coefficient. In addition, this approach assumes a smooth interface between the air and oil phases when in reality they are wavy. In this paper, a Machine Learning method is used to inform an unsteady RANS turbulence modelling. It is trained using high fidelity quasi-DNS simulation data and used to provide an appropriate correction to the popular Wilcox’s standard RANS kω turbulence model. The correction consists of a machine learning-predicted source term which is used to adjust the energy budget in the RANS transport equations. Demonstration of the approach is presented for a range of interfacial flow regimes.
在航空发动机轴承室中,由于计算流体动力学(CFD) RANS模型往往会高估界面湍流水平,导致两相剪切流难以预测,从而导致流动建模不准确。为了解决这一问题,已经发展了湍流阻尼方法,例如Egorov的校正,然而,这种方法依赖于网格,并且根据湍流阻尼系数的选择结果差异很大。此外,这种方法假设空气和油相之间有一个平滑的界面,而实际上它们是波浪状的。本文采用机器学习方法建立了非定常RANS湍流模型。它使用高保真准dns模拟数据进行训练,并用于对流行的Wilcox标准RANS <inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll"><mml: m>k</mml: m>< - </mml: m></mml: m>ω</mml: m></mml:math></ mml:math></inline-formula>湍流模型。修正由一个机器学习预测源项组成,该源项用于调整RANS输运方程中的能量收支。该方法的演示提出了一系列的界面流动状态。
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引用次数: 0
Development of a surrogate model for uncertainty quantification of compressor performance due to manufacturing tolerance 基于制造公差的压缩机性能不确定性量化替代模型的建立
Q3 Engineering Pub Date : 2023-08-04 DOI: 10.33737/jgpps/168293
Quentin Rendu, Loic Salles
In gas turbines and jet engines, stagger angle and tip gap variations between adjacent blades lead to the deterioration of performance. To evaluate the effect of manufacturing tolerance on performance, a CFD-based uncertainty quantification analysis is performed in this work. However, evaluating dozens of thousands of rotor assembly through CFD simulations would be computationally prohibitive. A surrogate model is thus developed to predict compressor performance given an ordered set of manufactured blades. The model is used to predict the influence of tip gap and stagger angle variations on maximum isentropic efficiency. The results confirm that the best arrangement is obtained by minimizing the stagger angle variation between adjacent blades, and by maximizing the tip gap variation. Another finding is that the best arrangement yields the lowest variability, the range of maximum efficiency being 4 times sharper (resp. 2 times) than worst arrangement for stagger angle variations (resp. tip gap variations). Not measuring manufacturing tolerance, or not specifying any strategy for the blade arrangement, lead to variability as large as the worst arrangement.
在燃气轮机和喷气发动机中,相邻叶片之间的交错角和叶尖间隙的变化会导致性能的恶化。为了评估制造公差对性能的影响,本文进行了基于cfd的不确定性量化分析。然而,通过CFD模拟来评估成千上万的转子组件在计算上是令人望而却步的。因此,开发了一个代理模型来预测给定一组订购的制造叶片的压气机性能。利用该模型预测了叶尖间隙和错开角变化对最大等熵效率的影响。结果表明,最大限度地减小相邻叶片间的交错角变化,最大限度地增大叶尖间隙变化,可以获得最佳的布置方式。另一个发现是,最佳的排列方式产生最小的变异性,最高效率的范围是原来的4倍。2倍)比最差安排的交错角度变化(如。尖端间隙变化)。不测量制造公差,或不指定任何策略的叶片安排,导致变异性大到最差的安排。
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引用次数: 1
Coking of gas turbine lubrication oils at elevated temperatures 燃气轮机润滑油在高温下的焦化
IF 0.9 Q3 Engineering Pub Date : 2023-08-04 DOI: 10.33737/jgpps/168292
Raquel Juárez, E. Petersen
Over the last several decades, turbine efficiency has improved significantly, resulting in higher turbine operating temperatures that negatively affect the lubricating oil circulating through the system. Exposure to high temperatures results in oil degradation and the eventual formation of solid deposits in the oil which greatly limit the oil’s ability to reduce wear and cool the turbine components. An experimental apparatus was designed and built to allow for the studying and better understanding of this phenomenon. The apparatus consists of a flow loop with a heated test section through which the oil is pumped. The oil that comes into contact with the hot surfaces degrades and forms solid deposits. As time passes, the deposit buildup decreases the heat transfer that occurs at the test section. The bulk oil temperatures into and out of the test section are used as indicators of the deposit induction time and buildup rate, and the deposits may be analyzed at the end of the experiment. Air or an inert gas may be used to pressurize the system up to 69 bar, while test section surface temperatures may be as high as 650°C. Data from one of the initial tests performed with the apparatus using a gas turbine lube oil are included in this paper. The test resulted in the clear formation of solid deposits on the heated surfaces and in the data that show the decrease in the bulk oil temperature over time due to their formation. Assembly and testing of the apparatus have been completed, and it is now fully operational and ready for future studies on lubricating oil thermal degradation and oxidation.
在过去的几十年里,涡轮机效率显著提高,导致涡轮机运行温度升高,对系统中循环的润滑油产生负面影响。暴露在高温下会导致机油退化,并最终在机油中形成固体沉积物,这大大限制了机油减少磨损和冷却涡轮机部件的能力。为了研究和更好地理解这一现象,设计并建造了一个实验装置。该装置由一个带有加热测试段的流动回路组成,通过加热测试段泵送机油。与热表面接触的机油会降解并形成固体沉积物。随着时间的推移,沉积物的堆积减少了在测试段发生的热传递。进入和离开测试段的散装油温度被用作沉积物诱导时间和堆积速率的指标,并且可以在实验结束时分析沉积物。空气或惰性气体可用于将系统加压至69巴,而试验段表面温度可能高达650°C。本文包括使用燃气轮机润滑油对设备进行的一次初始测试的数据。试验结果表明,加热表面上明显形成了固体沉积物,数据显示,随着时间的推移,由于固体沉积物的形成,散装油温度降低。该装置的组装和测试已经完成,目前已全面投入使用,可用于未来润滑油热降解和氧化的研究。
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引用次数: 0
Development of metal AM technology for gas turbine components 燃气轮机部件金属AM技术的发展
IF 0.9 Q3 Engineering Pub Date : 2023-07-27 DOI: 10.33737/jgpps/163429
Shuji Tanigawa, Masahito Kataoka, M. Taneike, Ryuta Ito, Takanao Komaki, Norihiko Motoyama
Mitsubishi Heavy Industries, Ltd. (MHI) Group has been developing additive manufacturing (AM) as a method that can manufacture parts with complex shapes and considering its application to manufacturing processes. In combustor components, application of AM process to rapid prototyping and multi-cluster nozzles for hydrogen or ammonia gas fuel is being considered. In turbine parts, with the aim of improving performance by reducing the amount of cooling air, the adoption of a complex internal cooling structure, which cannot be made with conventional manufacturing methods but can only be made by AM, is being considered. This paper describes design for AM technology for gas turbine components and metal AM process technology such as building simulation based high stiffness support design and pre-set distortion, microstructure control by laser scanning conditions, quality control through in-process monitoring tools and application of AM technology to gas Turbine Components.
三菱重工集团(MHI)一直在开发增材制造(AM),作为一种可以制造复杂形状零件的方法,并考虑将其应用于制造过程。在燃烧室部件中,正在考虑将AM工艺应用于快速成型和氢气或氨气燃料的多簇喷嘴。在涡轮部件中,为了通过减少冷却空气量来提高性能,正在考虑采用传统制造方法无法制造而只能通过增材制造制造的复杂内部冷却结构。本文介绍了燃气轮机部件的增材制造技术设计和金属增材制造工艺技术,如基于建筑模拟的高刚度支撑设计和预设定变形、激光扫描条件的微结构控制、通过过程监控工具的质量控制以及增材制造技术在燃气轮机部件上的应用。
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引用次数: 0
期刊
Journal of the Global Power and Propulsion Society
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