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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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Theoretical study on the ideal open cycle of the liquid nitrogen engine 被引量:8
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作者 俞小莉 元广杰 +2 位作者 苏石川 蒋彦龙 陈国邦 《Journal of Zhejiang University Science》 CSCD 2002年第3期258-262,共5页
This article described the characteristics of the liquid nitrogen engine's ideal open cycle.Using two interconnecting strokes to achieve the power output can mitigate the trade-off between high efficiency and the ... This article described the characteristics of the liquid nitrogen engine's ideal open cycle.Using two interconnecting strokes to achieve the power output can mitigate the trade-off between high efficiency and the potential mechanical complexity of multiple-cylinder engines. The total specific energy of the binary media (methane-nitrogen) cycle system could be much higher than the unitary medium (liquid nitrogen) cycle system. By theoretical analysis, the reasonably acceptable driving range proved the feasibility of the liquid nitrogen engine used for supplying power for a lightweight car. 展开更多
关键词 liquid nitrogen engine Ideal open cycle Theoretical study
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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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Thrust measurement method verification and analytical studies on a liquid-fueled pulse detonation engine 被引量:1
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作者 Lu Jie Zheng Longxi +2 位作者 Wang Zhiwu Peng Changxin Chen Xinggu 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第3期497-504,共8页
In order to test the feasibility of a new thrust stand system based on impulse thrust mea- surement method, a liquid-fueled pulse detonation engine (PDE) is designed and built. Thrust per- formance of the engine is ... In order to test the feasibility of a new thrust stand system based on impulse thrust mea- surement method, a liquid-fueled pulse detonation engine (PDE) is designed and built. Thrust per- formance of the engine is obtained by direct thrust measurement with a force transducer and indirect thrust measurement with an eddy current displacement sensor (ECDS). These two sets of thrust data are compared with each other to verify the accuracy of the thrust performance. Then thrust data measured by the new thrust stand system are compared with the verified thrust data to test its feasibility. The results indicate that thrust data from the force transducer and ECDS system are consistent with each other within the range of measurement error. Though the thrust data from the impulse thrust measurement system is a litter lower than that from the force transducer due to the axial momentum losses of the detonation jet, the impulse thrust measurement method is valid when applied to measure the averaged thrust of PDE. Analytical models of PDE are also discussed in this paper. The analytical thrust performance is higher than the experimental data due to ignoring the losses during the deflagration to detonation transition process. Effect of equivalence ratio on the engine thrust performance is investigated by utilizing the modified analytical model. Thrust reaches maximum at the equivalence ratio of about 1.1. 展开更多
关键词 Analytical model Equivalence ratio Impulse method liquid fuel Pulse detonation engine Thrust measurements
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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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Simulation and Experiment for Oxygen-enriched Combustion Engine Using Liquid Oxygen to Solidify CO_(2) 被引量:5
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作者 LIU Yongfeng JIA Xiaoshe +3 位作者 PEI Pucheng LU Yong YI Li SHI Yan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2016年第1期188-194,共7页
For capturing and recycling of CO_(2)in the internal combustion engine,Rankle cycle engine can reduce the exhaust pollutants effectively under the condition of ensuring the engine thermal efficiency by using the techn... For capturing and recycling of CO_(2)in the internal combustion engine,Rankle cycle engine can reduce the exhaust pollutants effectively under the condition of ensuring the engine thermal efficiency by using the techniques of spraying water in the cylinder and optimizing the ignition advance angle.However,due to the water spray nozzle need to be installed on the cylinder,which increases the cylinder head design difficulty and makes the combustion conditions become more complicated.In this paper,a new method is presented to carry out the closing inlet and exhaust system for internal combustion engines.The proposed new method uses liquid oxygen to solidify part of cooled CO_(2)from exhaust system into dry ice and the liquid oxygen turns into gas oxygen which is sent to inlet system.The other part of CO_(2)is sent to inlet system and mixed with oxygen,which can reduce the oxygen-enriched combustion detonation tendency and make combustion stable.Computing grid of the IP52FMI single-cylinder four-stroke gasoline-engine is established according to the actual shape of the combustion chamber using KIVA-3V program.The effects of exhaust gas recirculation(EGR)rate are analyzed on the temperatures,the pressures and the instantaneous heat release rates when the EGR rate is more than 8%.The possibility of enclosing intake and exhaust system for engine is verified.The carbon dioxide trapping device is designed and the IP52FMI engine is transformed and the CO_(2)capture experiment is carried out.The experimental results show that when the EGR rate is 36%for the optimum EGR rate.When the liquid oxygen of 35.80-437.40 g is imported into the device and last 1-20 min,respectively,21.50-701.30 g dry ice is obtained.This research proposes a new design method which can capture CO_(2)for vehicular internal combustion engine. 展开更多
关键词 internal combustion Rankle cycle engine CO_(2)emission reduction carbon-sequestration with liquid oxygen KIVA-3V program oxygen-enriched combustion numerical simulation experiments
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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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The potential of ionic liquids in biopharmaceutical engineering 被引量:1
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作者 Xuan Lin Zhiguo Su +1 位作者 Yanli Yang Songping Zhang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第2期236-243,共8页
Biopharmaceuticals,such as proteins,peptides,nucleic acids and vaccines,bring about great hopes for the prevention and treatment of various diseases,but the industrialization of these products still faces challenges s... Biopharmaceuticals,such as proteins,peptides,nucleic acids and vaccines,bring about great hopes for the prevention and treatment of various diseases,but the industrialization of these products still faces challenges such as structural instability,inefficient bioactivity and low bioavailability.Ionic liquids(ILs),the marvelous solvent media with inimitable and tunable properties,may provide alternative solutions to overcome the above problems of biopharmaceutical industry.Progress has gradually been made through studies by combination of ILs with biomacromolecules.The applications involved the stabilization,protection,and delivery of biopharmaceuticals.Recent trends are being forwarded to using ILs in vaccines and nucleic acid drugs.However,challenges remain on the toxicity and safety issues.Besides,the cost of adding ILs to the benefits of biopharmaceuticals need to be considered. 展开更多
关键词 Ionic liquids Biopharmaceutical engineering BIOMACROMOLECULES STABILIZATION VACCINE Delivery
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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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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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MOF-driven interaction engineering in solid polymer electrolytes for durable lithium metal batteries
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作者 Liyang Liu De-Xiang Zhang Tian Wen 《Chinese Journal of Structural Chemistry》 2025年第5期10-12,共3页
Compared to currently commercialized lithium-ion batteries,which use flammable organic liquid electrolytes and low-energy-density graphite anodes,solid-state lithium-metal batteries(SSLMBs)offer enhanced energy densit... Compared to currently commercialized lithium-ion batteries,which use flammable organic liquid electrolytes and low-energy-density graphite anodes,solid-state lithium-metal batteries(SSLMBs)offer enhanced energy density and improved safety,making them promising alternatives for next-generation rechargeable batteries[1].As a crucial component of these batteries,solid-state electrolytes—divided into inorganic solid ceramic electrolytes(SCEs)and organic solid polymer electrolytes(SPEs)—are vital for lithium-ion transport and inhibiting lithium dendrite growth.Among them,SCEs exhibit high ionic conductivity,excellent mechanical properties,and outstanding electrochemical and thermal stability.Nevertheless,their brittleness,interfacial challenges with electrodes,and the requirement for high stacking pressure during battery operation significantly hinder their scalable application.In comparison,SPEs are more favourable for manufacturing due to their flexibility and good interfacial compatibility with electrodes[2].Despite these advantages,SPEs still face significant challenges in achieving practical application.Firstly,typical SPEs,such as poly(ethylene oxide)(PEO),poly(vinylidene fluoride)(PVDF),and poly(ethylene glycol)diacrylate(PEGDA),are characterized by high crystallinity,which causes polymer chains to be tightly packed and rigid.This restricts the segmental motion within the SPEs,resulting in low ionic conductivity.Secondly,compared to lithium ions,anions with large ionic radii and low charge density typically form weaker interactions with the polymer chains,which facilitates their mobility and results in a low lithium-ion transference number(tt).Thirdly,the weak interactions between polymer chains in typical SPEs lead to a low elastic modulus,which in turn compromises their poor mechanical strength. 展开更多
关键词 mof driven interaction engineering inorganic solid ceramic electrolytes sces durable lithium metal batteries flammable organic liquid electrolytes solid polymer electrolytes organic solid polymer electrolytes spes organic liquid electrolytes low energy density graphite anodes
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Interfacial charge-transfer engineering by ionic liquid for high performance planar CH3NH3PbBr3 solar cells
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作者 Xiaojia Zheng Wei Yu Shashank Priya 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2018年第3期748-752,共5页
The energy barrier at the CH3NH3Pb Br3/TiO2interface hinders the electron transfer from CH3NH3Pb Br3to compact TiO2(cp-TiO2).Ionic liquid(IL),that forms dipoles pointing away from TiO2,can adjust the work function of ... The energy barrier at the CH3NH3Pb Br3/TiO2interface hinders the electron transfer from CH3NH3Pb Br3to compact TiO2(cp-TiO2).Ionic liquid(IL),that forms dipoles pointing away from TiO2,can adjust the work function of TiO2resulting in suitable energy level for charge transfer from CH3NH3Pb Br3to TiO2.The time-resolved photoluminescence spectroscopy(TRPL)measurements confirm faster electron transfer from the CH3NH3Pb Br3film to TiO2after modification by IL.Solar cells based on IL modified cp-TiO2demonstrate efficiency of~6%,much higher than the devices(0.2%)fabricated using untreated cp-TiO2as the electron transport layer. 展开更多
关键词 Perovskite solar cell Ionic liquid Interface engineering Titanium dioxide
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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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Lumped parameter model for resonant frequency estimation of a thermoacoustic engine with gas-liquid coupling oscillation
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作者 Ke TANG Tian LEI Xiao-gang LIN Tao JIN Yu ZHANG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2011年第3期232-237,共6页
Gas-liquid coupling oscillation is a novel approach to reducing the resonant frequency and to elevating the pressure amplitude of a thermoacoustic engine.If a thermoacoustic engine is used to drive low-frequency pulse... Gas-liquid coupling oscillation is a novel approach to reducing the resonant frequency and to elevating the pressure amplitude of a thermoacoustic engine.If a thermoacoustic engine is used to drive low-frequency pulse tube refrigerators,the frequency matching between the thermoacoustic engine and the refrigerator plays an important role.Based on an acoustic-electric analogy,a lumped parameter model is proposed to estimate the resonant frequency of a standing-wave thermoacoustic engine with gas-liquid coupling oscillation.Furthermore,a simplified lumped parameter model is also developed to reduce the computation complexity.The resonant frequency dependence on the mean pressure,the gas space volume,and the water column length is computed and analyzed.The impact of different working gases on the resonant frequency is also discussed.The effectiveness of the models is validated by comparing the computed results with the experimental data of the gas-liquid coupling oscillation system.An increase in the mean working pressure can lead to a rise in the resonant frequency,and a lower resonant frequency can be achieved by elongating the liquid column.In comparison with nitrogen and argon,carbon dioxide can realize a lower frequency due to a smaller specific heat ratio. 展开更多
关键词 Thermoacoustic engine Gas-liquid coupling oscillation Acoustic-electric analogy Resonant frequency
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Numerical analysis of reactive turbulent flow in the thrust chamber of RD-108 engine rocket 被引量:2
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作者 Seyed Reza Taghavi Mohammad Ali Dehnavi Ali Ghafouri 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2019年第4期565-575,共11页
Combustion chamber modeling and simulation of the liquid propellant engine with kerosene as fuel and liquid oxygen as an oxidizer in the turbulent flow field are performed by CFD technique.The flow is modeled as Singl... Combustion chamber modeling and simulation of the liquid propellant engine with kerosene as fuel and liquid oxygen as an oxidizer in the turbulent flow field are performed by CFD technique.The flow is modeled as Single-phase in steady state and using RNG k-ε turbulence model.Simulation results are validated by experimental data of thrust,special impulse and combustion chamber pressure.By comparing t.^wo reaction models of finite rate chemistry and frozen model with experimental data,it is concluded that finite rate chemistry has acceptable results.The optimum value of equivalence ratio(oxidizer to fuel ratio)per reaction and operational parameters of the engine which maximize thrust and special impulse are determined. 展开更多
关键词 liquid PROPELLANT engine Computational fluid dynamics(CFD) KEROSENE and oxygen Freeze MODEL Finite rate chemistry MODEL
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Grain boundary engineered bifunctional PtCuMo aerogel for anodizing reactions in broad-spectrum direct liquid fuel cells
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作者 Jingxiu Liu Qianzhuo Lei +5 位作者 Jin Zhang Lishou Ban Yanyi Liu Longchao Zhuo Xijun Liu Jia He 《Nano Research》 2026年第1期290-300,共11页
The operational efficiency of membrane electrode assemblies in direct liquid fuel cells is critically dependent on the fuel purity in the anode compartment.To address the inherent challenge of fuel mixing problem in a... The operational efficiency of membrane electrode assemblies in direct liquid fuel cells is critically dependent on the fuel purity in the anode compartment.To address the inherent challenge of fuel mixing problem in alcohol systems,we propose a rational catalyst design strategy focusing on morphological and compositional optimization.Sodium borohydride-derived PtCuMo alloy aerogels(AA)exhibit abundant grain boundary defects,while solvothermally prepared nanowire arrays(NA)maintain excellent single-crystalline characteristics.Density functional theory calculations demonstrate that engineered grain boundaries can effectively broaden the adsorption energy window for key reaction intermediates,enabling superior adaptability to diverse catalytic pathways.By precisely controlling Cu content,we identified Pt_(3)Cu_(3)Mo_(0.5)AA as the optimal catalyst configuration,demonstrating 150% enhancement in methanol oxidation reaction activity compared to Pt_(3)Cu_(6)Mo_(0.5)NA(1.5 vs.0.6 A·mg_(Pt)^(-1))and 17% improvement in ethanol oxidation reaction performance versus Pt_(3)Cu_(1)Mo_(0.5)NA(0.82 vs.0.70 A·mg_(Pt)^(-1)).Practical application testing using gas diffusion electrodes(anode loading:0.85 mg_(Pt)·cm^(-2))achieved a mass-specific power density of 14.14 W·g_(Pt)^(-1)in 1:1 methanol/ethanol blends,representing a 3.5-fold improvement over commercial Pt/C benchmarks.This work establishes a fundamental framework for developing highperformance,broad-spectrum electrocatalysts in advanced fuel cell systems. 展开更多
关键词 grain boundary engineering PtCuMo nanowires methanol oxidation reaction ethanol oxidation reaction broad-spectrum direct liquid fuel cells
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Gradient pore engineering enables decoupled gas-liquid transport for highly-efficient CO_(2)electroreduction
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作者 Jiping Sun Hong Zhang +6 位作者 Bichao Wu Guangchao Li Wenchao Zhang Feixiang Wu Sheng Yang Min Liu Jiexi Wang 《Science Bulletin》 2026年第1期40-44,共5页
Electrochemical CO_(2)reduction reaction(CO_(2)RR)on gas diffusion electrodes(GDEs)offers a promising route for carbon-neutral fuel production at commercially relevant current densities(J>200 mA cm^(-2))[1,2].Howev... Electrochemical CO_(2)reduction reaction(CO_(2)RR)on gas diffusion electrodes(GDEs)offers a promising route for carbon-neutral fuel production at commercially relevant current densities(J>200 mA cm^(-2))[1,2].However,under high-rate operation,GDE performance deteriorates due to mass transport limitations[3,4].First,local CO_(2)depletion near the catalyst surface intensifies the competing hydrogen evolution reaction(HER),diminishing the selectivity[5]. 展开更多
关键词 hydrogen evolution mass transport gas diffusion electrodes gdes offers gradient pore engineering highly efficient CO electroreduction gas diffusion electrodes decoupled gas liquid transport electrochemical CO reduction reaction
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