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Interpretable Fault Diagnosis for Liquid Rocket Engines via Component-Wise MLP-Based Granger Causality Feature Extraction
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作者 Longfei Zhang Zhi Zhai +3 位作者 Chenxi Wang Meng Ma Jinxin Liu Chunmin Wang 《Journal of Dynamics, Monitoring and Diagnostics》 2025年第3期203-212,共10页
Liquid rocket engine(LRE)fault diagnosis is critical for successful space launch missions,enabling timely avoidance of safety hazards,while accurate post-failure analysis prevents subsequent economic losses.However,th... Liquid rocket engine(LRE)fault diagnosis is critical for successful space launch missions,enabling timely avoidance of safety hazards,while accurate post-failure analysis prevents subsequent economic losses.However,the complexity of LRE systems and the“black-box”nature of current deep learning-based diagnostic methods hinder interpretable fault diagnosis.This paper establishes Granger causality(GC)extraction-based component-wise multi-layer perceptron(GCMLP),achieving high fault diagnosis accuracy while leveraging GC to enhance diagnostic interpretability.First,component-wise MLP networks are constructed for distinct LRE variables to extract inter-variable GC relationships.Second,dedicated predictors are designed for each variable,leveraging historical data and GC relationships to forecast future states,thereby ensuring GC reliability.Finally,the extracted GC features are utilized for fault classification,guaranteeing feature discriminability and diagnosis accuracy.This study simulates six critical fault modes in LRE using Simulink.Based on the generated simulation data,GCMLP demonstrates superior fault localization accuracy compared to benchmark methods,validating its efficacy and robustness. 展开更多
关键词 fault diagnosis Granger causality INTERPRETABILITY liquid rocket engine MLP
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A Numerical Study of Fluid Velocity and Temperature Distribution in Regenerative Cooling Channels for Liquid Rocket Engines
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作者 Liang Yin Huanqi Zhang +1 位作者 Jie Ding Mehdi Khan 《Fluid Dynamics & Materials Processing》 2025年第8期1861-1873,共13页
In liquid rocket engines,regenerative cooling technology is essential for preserving structural integrity under extreme thermal loads.However,non-uniform coolant flow distribution within the cooling channels often lea... In liquid rocket engines,regenerative cooling technology is essential for preserving structural integrity under extreme thermal loads.However,non-uniform coolant flow distribution within the cooling channels often leads to localized overheating,posing serious risks to engine reliability and operational lifespan.This study employs a three-dimensional fluid–thermal coupled numerical model to systematically investigate the influence of geometric parameters-specifically the number of inlets,the number of channels,and inlet manifold configurations-on flow uniformity and thermal distribution in non-pyrolysis zones.Key findings reveal that increasing the number of inlets from one to three significantly enhances flow uniformity,reducing mass flow rate deviation from 1.2%to below 0.3%.However,further increasing the inlets to five yields only marginal improvements indicating diminishing(<0.1%),returns beyond three inlets.Additionally,temperature non-uniformity at the combustion chamber throat decreases by 37%-from 3050 K with 18 channels to 1915 K with 30 channels-highlighting the critical role of channel density in effective thermal regulation.Notably,while higher channel counts improve cooling efficiency,they also result in increased pressure losses of approximately 18%–22%,emphasizing the need to balance thermal performance against hydraulic resistance.An optimal configuration comprising 24 channels and three inlets was identified,providing minimal temperature gradients while maintaining acceptable pressure losses.The inlet manifold structure also plays a pivotal role in determining flow distribution.Configuration 3(Config-3),which features an enlarged manifold and reduced inlet velocity,achieves a 40%reduction in velocity fluctuations compared to Configuration 1(Config-1).This improvement leads to a more uniform mass flow distribution,with a relative standard deviation(RSD)of less than 0.15%.Furthermore,this design effectively mitigates localized hot spots near the nozzle-where temperature gradients are most severe-achieving a reduction of approximately 1135 K. 展开更多
关键词 Regenerative cooling flow distribution thermal load geometric parameters liquid rocket engine
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Sensitivity-based state and parameter moving horizon estimation method for liquid propellant rocket engine
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作者 Zizhao WANG Dan WANG +2 位作者 Hongyu CHEN Zhijiang SHAO Zhengyu SONG 《Chinese Journal of Aeronautics》 2025年第7期46-60,共15页
The reuse of liquid propellant rocket engines has increased the difficulty of their control and estimation.State and parameter Moving Horizon Estimation(MHE)is an optimization-based strategy that provides the necessar... The reuse of liquid propellant rocket engines has increased the difficulty of their control and estimation.State and parameter Moving Horizon Estimation(MHE)is an optimization-based strategy that provides the necessary information for model predictive control.Despite the many advantages of MHE,long computation time has limited its applications for system-level models of liquid propellant rocket engines.To address this issue,we propose an asynchronous MHE method called advanced-multi-step MHE with Noise Covariance Estimation(amsMHE-NCE).This method computes the MHE problem asynchronously to obtain the states and parameters and can be applied to multi-threaded computations.In the background,the state and covariance estimation optimization problems are computed using multiple sampling times.In real-time,sensitivity is used to quickly approximate state and parameter estimates.A covariance estimation method is developed using sensitivity to avoid redundant MHE problem calculations in case of sensor degradation during engine reuse.The amsMHE-NCE is validated through three cases based on the space shuttle main engine system-level model,and we demonstrate that it can provide more accurate real-time estimates of states and parameters compared to other commonly used estimation methods. 展开更多
关键词 Sensitivity Moving horizon estimation Noise covariance estimation Parameter estimation liquid propellant rocket engine
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Thermal state calculation of chamber in small thrust liquid rocket engine for steady state pulsed mode 被引量:2
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作者 Alexey Gennadievich VOROBYEV Svatlana Sergeevna VOROBYEVA +1 位作者 Lihui ZHANG Evgeniy Nikolaevich BELIAEV 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第2期253-262,共10页
This paper presents a method of thermal state calculation of combustion chamber in small thrust liquid rocket engine. The goal is to predict the thermal state of chamber wall by using basic parameters of engine: thrus... This paper presents a method of thermal state calculation of combustion chamber in small thrust liquid rocket engine. The goal is to predict the thermal state of chamber wall by using basic parameters of engine: thrust level, propellants, chamber pressure, injection pattern, film cooling parameters, material of wall and their coating, etc. The difficulties in modeling the startup and shutdown processes of thrusters lie in the fact that there are the conjugated physical processes occurring at various parameters for non-design conditions. A mathematical model to predict the thermal state of the combustion chamber for different engine operation modes is developed. To simulate the startup and shutdown processes, a quasi-steady approach is applied by replacing the transient process with time-variant operating parameters of steady-state processes. The mathematical model is based on several principles and data commonly used for heat transfer modeling: geometry of flow part, gas dynamics of flow, thermodynamics of propellants and combustion spices, convective and radiation heat flows, conjugated heat transfer between hot gas and wall, and transient approach for calculation of thermal state of construction. Calculations of the thermal state of the combustion chamber in single-turn-on mode show good convergence with the experimental results. The results of pulsed modes indicate a large temperature gradient on the internal wall surface of the chamber between pulses and the thermal state of the wall strongly depends on the pulse duration and the interval. 展开更多
关键词 Combustion CHAMBER Film cooling Mathematical model NONSTATIONARY THERMAL MODE SMALL THRUST liquid rocket engine Steady pulse MODE THERMAL state
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Coupled Lagrangian impingement spray model for doublet impinging injectors under liquid rocket engine operating conditions 被引量:5
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作者 Qiang WEI Guozhu LIANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第4期1391-1406,共16页
To predict the effect of the liquid rocket engine combustion chamber conditions on the impingement spray, the conventional uncoupled spray model for impinging injectors is extended by considering the coupling of the j... To predict the effect of the liquid rocket engine combustion chamber conditions on the impingement spray, the conventional uncoupled spray model for impinging injectors is extended by considering the coupling of the jet impingement process and the ambient gas field. The new coupled model consists of the plain-orifice sub-model, the jet-jet impingement sub-model and the droplet collision sub-model. The parameters of the child droplet are determined with the jet-jet impingement sub-model using correlations about the liquid jet parameters and the chamber conditions.The overall model is benchmarked under various impingement angles, jet momentum and offcenter ratios. Agreement with the published experimental data validates the ability of the model to predict the key spray characteristics, such as the mass flux and mixture ratio distributions in quiescent air. Besides, impinging sprays under changing ambient pressure and non-uniform gas flow are investigated to explore the effect of liquid rocket engine chamber conditions. First, a transient impingement spray during engine start-up phase is simulated with prescribed pressure profile. The minimum average droplet diameter is achieved when the orifices work in cavitation state, and is about 30% smaller than the steady single phase state. Second, the effect of non-uniform gas flow produces off-center impingement and the rotated spray fan by 38°. The proposed model suggests more reasonable impingement spray characteristics than the uncoupled one and can be used as the first step in the complex simulation of coupling impingement spray and combustion in liquid rocket engines. 展开更多
关键词 Combustion chamber Doublet impinging injector Impingement spray model Lagrangian method liquid rocket engine
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Gas film/regenerative composite cooling characteristics of the liquid oxygen/liquid methane (LOX/LCH4) rocket engine 被引量:2
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作者 Xinlin LIU Jun SUN +3 位作者 Zhuohang JIANG Qinglian LI Peng CHENG Jie SONG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2024年第8期631-649,共19页
The thermal protection of rocket engines is a crucial aspect of rocket engine design.In this paper,the gas film/regenerative composite cooling of the liquid oxygen/liquid methane(LOX/LCH4)rocket engine thrust chamber ... The thermal protection of rocket engines is a crucial aspect of rocket engine design.In this paper,the gas film/regenerative composite cooling of the liquid oxygen/liquid methane(LOX/LCH4)rocket engine thrust chamber was investigated.A gas film/regenerative composite cooling model was developed based on the Grisson gas film cooling efficiency formula and the one-dimensional regenerative cooling model.The accuracy of the model was validated through experiments conducted on a 6 kg/s level gas film/regenerative composite cooling thrust chamber.Additionally,key parameters related to heat transfer performance were calculated.The results demonstrate that the model is sufficiently accurate to be used as a preliminary design tool.The temperature rise error of the coolant,when compared with the experimental results,was found to be less than 10%.Although the pressure drop error is relatively large,the calculated results still provide valuable guidance for heat transfer analysis.In addition,the performance of composite cooling is observed to be superior to regenerative cooling.Increasing the gas film flow rate results in higher cooling efficiency and a lower gas-side wall temperature.Furthermore,the position at which the gas film is introduced greatly impacts the cooling performance.The optimal introduction position for the gas film is determined when the film is introduced from a single row of holes.This optimal introduction position results in a more uniform wall temperature distribution and reduces the peak temperature.Lastly,it is observed that a double row of holes,when compared to a single row of holes,enhances the cooling effect in the superposition area of the gas film and further lowers the gas-side wall temperature.These results provide a basis for the design of gas film/regenerative composite cooling systems. 展开更多
关键词 liquid oxygen/liquid methane(LOX/LCH4)rocket engine Gas film cooling Regenerative cooling Heat transfer characteristics
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Safety Analysis of Liquid Rocket Engine Using Bayesian Networks 被引量:1
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作者 王华伟 严志强 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第1期59-63,共5页
Safety analysis for liquid rocket engine has a great meaning for shortening development cycle, saving development expenditure and reducing development risk. The relationship between the structure and component of liqu... Safety analysis for liquid rocket engine has a great meaning for shortening development cycle, saving development expenditure and reducing development risk. The relationship between the structure and component of liquid rocket engine is much more complex, furthermore test data are absent in development phase. Thereby, the uncertainties exist in safety analysis for liquid rocket engine. A safety analysis model integrated with FMEA(failure mode and effect analysis) based on Bayesian networks (BN) is brought forward for liquid rocket engine, which can combine qualitative analysis with quantitative decision. The method has the advantages of fusing multi-information, saving sample amount and having high veracity. An example shows that the method is efficient. 展开更多
关键词 液体火箭发动机 安全分析 FMEA 贝叶斯网络 不确定信息
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Progress in Technology of Main Liquid Rocket Engines of Launch Vehicles in China 被引量:10
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作者 TAN Yonghua ZHAO Jian +1 位作者 CHEN Jianhua XU Zhiyu 《Aerospace China》 2020年第2期23-30,共8页
Liquid propellant rocket engines for a launch vehicle are an essential aerospace technology, representing the advanced level of hi-tech in a country. In recent years, China’s aerospace industry has made remarkable ac... Liquid propellant rocket engines for a launch vehicle are an essential aerospace technology, representing the advanced level of hi-tech in a country. In recent years, China’s aerospace industry has made remarkable achievements, and liquid rocket engine technology has also been effectively developed. In this article, the development processes of China’s liquid rocket engines are discussed. Then, the performance features of China’s new generation liquid rocket engines as well as the flight tests of the new-generation launch vehicles are introduced. Finally, the development direction and the most recent progress of the next generation large-thrust liquid rocket engine is presented. 展开更多
关键词 China’s aerospace industry liquid rocket engine technology progress
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Research on Key Technologies for Reusable Liquid Rocket Engines 被引量:5
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作者 LI Bin 《Aerospace China》 2022年第4期24-34,共11页
Based on current research,the development trend of reusable liquid rocket engines was analyzed.Key technologies and research focuses of the reusable liquid rocket engine have been analyzed and summarized,and then sugg... Based on current research,the development trend of reusable liquid rocket engines was analyzed.Key technologies and research focuses of the reusable liquid rocket engine have been analyzed and summarized,and then suggestions on the development of future key technologies are proposed. 展开更多
关键词 REUSABLE liquid rocket engine development trend key technology
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Numerical and Experimental Characterizations of SiFRP Ablator for the Application to Liquid Rocket Engine Combustors
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作者 Kenichi Hirai Kiyoshi Kinefuchi Toru Kamita 《Journal of Energy and Power Engineering》 2013年第3期440-464,共25页
The ablative material is supposed to be one of good candidates for LRE (liquid rocket engine) combustion chamber to achieve both high reliability and low cost and a numerical analysis for the ablator is considered t... The ablative material is supposed to be one of good candidates for LRE (liquid rocket engine) combustion chamber to achieve both high reliability and low cost and a numerical analysis for the ablator is considered to be a potentially efficient tool to reduce cost as well. So far, ablators have been successfully applied for many SRM (solid rocket motors), but the application to LRE is still quite limited in Japan. The authors believe that this is primarily because of the unpredictable nature of the heat load from combustion gases to the combustor wall. Indeed, reliable thermal design of ablative combustion chamber, namely reliable prediction of thermal performance, needs both reliable heat load model and reliable ablator response model. This paper elaborates our research activities and our recent research findings. 展开更多
关键词 Ablation heat shield liquid rocket engine surface recession silica phenolic.
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Numerical simulation of axial liquid film cooling in rocket combustor 被引量:1
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作者 YANG Wei SUN Bing ZHENG Li-ming 《航空动力学报》 EI CAS CSCD 北大核心 2013年第2期459-465,共7页
Numerical simulation has been done for liquid film cooling in liquid rocket combustor.Multiple species of axial Navier-Stokes equations have been solved for liquid-film / hot-gas flow field,and k-εequations have been... Numerical simulation has been done for liquid film cooling in liquid rocket combustor.Multiple species of axial Navier-Stokes equations have been solved for liquid-film / hot-gas flow field,and k-εequations have been used for compressible turbulent flow.The results of the model agree well with the results of software FLUENT.The results show that :(1) Liquid film can decrease the wall heat flux and temperature effectively,and the cold border area formed by the film covers the whole combustor and nozzle wall.(2) The turbulent viscosity is higher than the physical viscosity,and its biggest value is in the border area of the convergent area in nozzle.The effect of turbulent flow on the whole simulation field can not be ignored.(3) The mass fraction of kerosene at the film inlet is 1,but it decreases along the nozzle wall and achieves its lowest value at the outlet.However,the mass fraction of kerosene near the wall is the biggest at any axial location. 展开更多
关键词 liquid rocket engine liquid film cooling heat flux numerical simulation turbulent flow
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Brief Review of N2O Decomposition Catalysts for Engines 被引量:1
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作者 A.A.Boryaev 《火炸药学报》 EI CAS CSCD 北大核心 2020年第2期116-132,共17页
A brief review of nitrous oxide decomposition catalysts was presented.The features of catalyst operating conditions in low-thrust engines of space vehicles and requirements to monopropellant(hydrogen peroxide,hydrazin... A brief review of nitrous oxide decomposition catalysts was presented.The features of catalyst operating conditions in low-thrust engines of space vehicles and requirements to monopropellant(hydrogen peroxide,hydrazine,nitrous oxide)decomposition catalysts were considered.A scientific basis for development of a nitrous oxide decomposition catalyst and general principles for selection of efficient catalysts were formulated.The results of selecting catalyst systems for the development of decomposition catalysts for N2O as a monopropellant were presented.Preliminary selection of catalyst systems for the development of a catalyst designed for low-thrust rocket engines(LTREs)was carried out:supporter—Al2O3 and ZrO2;active substances—Co,Ni,Fe,Pd,Rh,Pt,Ru,Ir,NiO,Fe2O3,RuO2,Rh2O3,PdO,IrO2,PtO2,CoO,Al2O3,La2NiO4,Nd2NiO4,Pr 2NiO4,La2O3,TiO2,NiO,La2O3,TiO2,ZnO.With 71 references. 展开更多
关键词 PROPELLANT nitrous OXIDE catalyst low-thrust rocket engine
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液体火箭发动机涡轮泵诊断数据风格迁移扩增方法
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作者 窦唯 张宏利 +2 位作者 刘晓阳 李金丰 张海林 《推进技术》 北大核心 2026年第1期298-308,共11页
针对液体火箭发动机涡轮泵故障样本少且难以获取问题,本文提出了一种基于一维卷积神经网络(1D-CNN)的涡轮泵故障仿真数据风格迁移扩增方法。构建具有多层卷积结构的1D-CNN模型,并利用模型识别优化方法进行预训练,形成具有一定识别能力... 针对液体火箭发动机涡轮泵故障样本少且难以获取问题,本文提出了一种基于一维卷积神经网络(1D-CNN)的涡轮泵故障仿真数据风格迁移扩增方法。构建具有多层卷积结构的1D-CNN模型,并利用模型识别优化方法进行预训练,形成具有一定识别能力的预训练模型;将涡轮泵实测正常数据作为1D-CNN的风格信息输入,涡轮泵仿真故障数据作为1D-CNN的内容信息输入,分别获取两种输入的隐层信息;将随机生成的白噪声信号作为1D-CNN待训练生成信号初始值,构建风格损失及内容损失函数,通过两种损失函数的多次误差反传计算,生成模拟涡轮泵实际发射工况的合成故障数据。经液体火箭发动机涡轮泵试车轴承故障实验验证表明,该方法生成的轴承滚动体与外圈故障的合成信号,与实验信号的余弦相似度分别为0.703和0.62,故障特征频率相干性均接近1,能够满足实际场景使用需求,并代替实测故障信号,用于涡轮泵装置的故障诊断。 展开更多
关键词 液体火箭发动机 涡轮泵 风格损失 内容损失 一维卷积神经网络
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Numericalmodeling of hybrid rocket engine
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作者 Sachin Srivastava Amit Kumar Thakur +1 位作者 Lovi Raj Gupta Anita Gehlot 《Aerospace Systems》 2023年第4期641-654,共14页
Recent development in space mission demands safer and more cost-effective space missions.Hybrid rocket engine technological advancements have prolonged a critical stage in their development and it is the better option... Recent development in space mission demands safer and more cost-effective space missions.Hybrid rocket engine technological advancements have prolonged a critical stage in their development and it is the better option for such space missions,as it has a lot of advantages over the solid rocket motor and liquid rocket engine.It is simple in design,has high thrust density,low weight,and is safer than a liquid rocket engine.It has restarted capability,safe,low explosion risk,and high specific impulse than a solid rocket motor.This paper shows the numerical analysis of a hybrid rocket engine.The paper highlights the initial boundary conditions in the analysis of a 300-N hybrid rocket engine.The process started with a chemical kinematic examination of engine-compatible fuels and oxidizers.This investigation provided the fundamental parameters required for the design and subsequent dimensioning of a hybrid rocket engine.It also produced a three-dimensional design model,performed numerical analysis using ANSYS software,and validated the findings using existing literature.Using the k-εturbulence model and transient solver on 8 mm port diameter for analyzing.The computational fluid dynamics model offered the qualities of a real hybrid rocket engine and it will be helpful to researchers and the scientific community in the future. 展开更多
关键词 Hybrid rocket engine Solid rocket motor liquid rocket engine Computational fluid dynamics ANSYS Chemical equilibrium with applications
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Comparison of propellant characteristics using paraffin and blends of aluminum andmagnesium with oxidizers in hybrid rocket engine
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作者 Sachin Srivastava Amit Kumar Thakur 《Aerospace Systems》 2023年第1期119-128,共10页
With the advent of new technologies in space science,numerous missions and programs to launch satellites of various scales have received significant attention in the scientific community.However,there are a few comple... With the advent of new technologies in space science,numerous missions and programs to launch satellites of various scales have received significant attention in the scientific community.However,there are a few complexities involved to encourage activities such as space tourism and exploration due to the technical constraints that the launch vehicle poses.To surmount these challenges,a novel hybrid rocket engine must be designed which allows us to tailor the characteristics during its endurance simulations.In the current work,we have investigated the propellant’s thermal and flow characteristics such as glass transition and melting temperature,specific impulse,characteristic velocity,regression rate,and thrust,respectively,without compromising the performance of likewise liquid propellant engine.In the current work,we investigated propellant characteristics for pure paraffin wax with oxidizers,such as liquid oxygen and nitrous oxide,and pure paraffin with additives of aluminum,magnesium,and oxidizers.It was observed that pure paraffin with liquid oxygen and additive aluminum(30%weight)resulted in the highest specific impulse among other combinations,whereas differential scanning calorimeter investigations reported a reduction in latent heat with the increase in weight%of paraffin and aluminum powder.It is also suggested that heat flow at 10%weight complies with the hybrid rocket engine. 展开更多
关键词 Hybrid rocket engine Chemical equilibrium with applications Paraffin Nitrous oxide liquid oxygen
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国外现役液体火箭基础级动力发展研究
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作者 崔朋 韩秋龙 +5 位作者 朱雄峰 雍子豪 刘阳 刘鹰 王一杉 谭胜 《载人航天》 北大核心 2026年第1期134-144,共11页
针对液体运载火箭基础级动力发展运用的问题,围绕国外主要航天大国的现役液体火箭基础级发动机进行研究。分析了美国、俄罗斯、欧洲和日本等国的15款现役液体火箭发动机的技术方案特点,并给出了主要的技术指标,进一步凝练总结了液体火... 针对液体运载火箭基础级动力发展运用的问题,围绕国外主要航天大国的现役液体火箭基础级发动机进行研究。分析了美国、俄罗斯、欧洲和日本等国的15款现役液体火箭发动机的技术方案特点,并给出了主要的技术指标,进一步凝练总结了液体火箭基础级动力的发展趋势。就中国液体运载火箭基础级动力的发展,提出了加快发展大推力和大面推比可重复使用液体火箭发动机、重视迭代升级和边用边改、兼顾考虑先进技术的发展和工程实现、利用基础持续在液氧煤油领域发力、追求性能指标协调发展、同步开展推力调节能力建设的意见建议。 展开更多
关键词 液体运载火箭 基础级 发动机 发展研究
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自燃推进剂富氧液-液双离心喷嘴低频燃烧不稳定性分析
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作者 汪广旭 尚帅 杨宝娥 《火箭推进》 北大核心 2026年第1期36-47,共12页
液体火箭发动机低频燃烧不稳定现象与火焰的非定常振荡特性之间具有密切联系,对于常温自燃推进剂,考虑二次喷注的液-液同轴双离心喷嘴的雾化燃烧特性更为复杂,且相应的低频燃烧稳定性研究的难度也更大。本文首次开展了针对自燃推进剂高... 液体火箭发动机低频燃烧不稳定现象与火焰的非定常振荡特性之间具有密切联系,对于常温自燃推进剂,考虑二次喷注的液-液同轴双离心喷嘴的雾化燃烧特性更为复杂,且相应的低频燃烧稳定性研究的难度也更大。本文首次开展了针对自燃推进剂高富氧液-液双离心单喷嘴燃烧室的光学观测实验,获得了火焰的非定常振荡过程,并对其低频燃烧不稳定性进行了研究。研究结果表明:当室压一定时,高混合比和高流强均不利于低频燃烧稳定性,当混合比一定时,低流强和高相对流强不利于低频燃烧稳定性;随着喷嘴缩进段内混合比的升高,室压-混合比、室压-流强、混合比-流强图中的稳定性边界斜率均呈现一定的规律性;喷嘴下游燃气回流诱发爆燃并改变喷注速率是形成低频燃烧不稳定的主要原因;高混合比工况的火焰波动→释热脉动→压力振荡之间的时间差会明显缩短,不利于低频稳定性。 展开更多
关键词 液体火箭发动机 低频燃烧不稳定 自燃推进剂 富氧液-液双离心喷嘴 二次喷注
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氢涡轮进气壳体焊缝结构振动疲劳寿命评估
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作者 高为建 刘士杰 +3 位作者 郭健 李振凯 韩帅 易敏 《火箭推进》 北大核心 2026年第1期95-104,共10页
液体火箭发动机氢涡轮进气壳体焊缝结构在振动载荷作用下存在疲劳失效风险,建立基于振动响应特性的焊缝结构疲劳寿命评估方法具有重要的工程应用价值。基于有限元分析软件ABAQUS/FE-SAFE,研究了氢涡轮进气壳体在随机振动工况下的动力学... 液体火箭发动机氢涡轮进气壳体焊缝结构在振动载荷作用下存在疲劳失效风险,建立基于振动响应特性的焊缝结构疲劳寿命评估方法具有重要的工程应用价值。基于有限元分析软件ABAQUS/FE-SAFE,研究了氢涡轮进气壳体在随机振动工况下的动力学特性,提出了一种评估其焊缝结构振动疲劳寿命的方法,揭示了边界条件对振动疲劳寿命的影响。首先,对氢涡轮进气壳体进行模态分析和频率响应分析,获得模态参数和传递函数;然后,采用Goodman修正法,将平板状焊缝试样的疲劳数据(S-N曲线)进行零均值应力修正;最后,分别使用Dirlik、Steinberg和Bendat方法计算应力幅值的概率密度分布,并结合随机振动理论,建立焊缝振动疲劳寿命预测模型。研究结果表明:依赖于不同的评估方法和边界条件,焊缝结构的振动疲劳寿命约为1200~1900 s。该评估方法为液体火箭发动机氢涡轮进气壳体焊缝的随机振动疲劳寿命设计提供了理论与技术支撑。 展开更多
关键词 液体火箭发动机 氢涡轮进气壳体 焊缝结构 疲劳寿命 随机振动
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基于相态划分方法的火箭发动机液膜效果分析
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作者 侯瑞峰 管杰 曹晨 《科学技术与工程》 北大核心 2026年第2期855-862,共8页
火箭发动机中的液膜冷却技术,在发动机推力室热防护过程中非常重要,直接影响着火箭的性能和可靠性。准确评估液膜冷却剂的效果是保证载人航天安全的基础,也是实现火箭重复使用的关键。为了精准把握设计参数对推力室传热性能的影响,建立... 火箭发动机中的液膜冷却技术,在发动机推力室热防护过程中非常重要,直接影响着火箭的性能和可靠性。准确评估液膜冷却剂的效果是保证载人航天安全的基础,也是实现火箭重复使用的关键。为了精准把握设计参数对推力室传热性能的影响,建立了火箭发动机推力室传热模型,通过试验验证了模型的准确性,基于工程样机分析了喷注流量/喷注温度对液膜/气膜的影响效果。结果表明:模型结果与试验结果的误差小于2%,可明确获得冷却剂不同相态时的流体参数;推力室中液膜效果同时受喷注流量的正影响,与喷注温度的负影响,等效变量约0.1 kg/s和20 K;气膜效果可由气膜冷却效率体现,冷却效率变化0.02时(基于0.68),气膜长度变化4%。 展开更多
关键词 液体火箭发动机 推力室 传热计算 膜冷却
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小波包分解在液体火箭发动机电磁阀特征点识别中的应用
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作者 钟恒 孙超 +1 位作者 康广庆 孙海智 《火箭推进》 北大核心 2026年第1期123-134,共12页
在液体火箭发动机系统中,电磁阀作为重要组件,其电流曲线的特征点识别对于精确评估发动机运行状态至关重要。然而,当前针对电磁阀电流曲线特征点的识别技术主要依赖于阈值设定,这种方法的局限性在于其阈值的唯一性,导致仅能有效应用于... 在液体火箭发动机系统中,电磁阀作为重要组件,其电流曲线的特征点识别对于精确评估发动机运行状态至关重要。然而,当前针对电磁阀电流曲线特征点的识别技术主要依赖于阈值设定,这种方法的局限性在于其阈值的唯一性,导致仅能有效应用于特定类型的电磁阀,从而极大地限制了其在液体火箭发动机测试仪智能化开发领域的广泛适用性。鉴于此,提出了一种基于小波包分解的算法,旨在精确识别液体火箭发动机电磁阀电流曲线的特征点。该算法通过对电流曲线实施三层小波包分解,充分利用高频段信号在特征点处展现出的能量突变特性,实现了对多种型号电磁阀电流曲线中特征点的高效提取。为了验证该算法的有效性与普适性,采用多种型号液体火箭发动机的电磁阀作为测试对象。实验结果表明,本算法在识别电磁阀电流曲线特征点时无需依赖人为设定阈值,从而彻底避免了阈值调节所带来的复杂性与不确定性,同时展现出对多种类型电磁阀的广泛适用性。 展开更多
关键词 电流曲线特征点 液体火箭发动机 电磁阀 小波包分解 测试仪
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