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Numerical investigation on effect of helium on solid-gas hybrid rocket motor with AP/HTPB propellant
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作者 Chengke LI Zenan YANG +1 位作者 Ge WANG Yi LI 《Chinese Journal of Aeronautics》 2026年第1期132-149,共18页
A surface pyrolysis and gas-phase combustion of the Ammonium Perchlorate(AP)/Hydroxy Terminated Polybutadiene(HTPB)composite propellant reaction kinetic mechanism with five-step chemical reaction is adopted.The effect... A surface pyrolysis and gas-phase combustion of the Ammonium Perchlorate(AP)/Hydroxy Terminated Polybutadiene(HTPB)composite propellant reaction kinetic mechanism with five-step chemical reaction is adopted.The effects of helium injection on the burning rate and combustion of AP/HTPB propellant are analyzed in details,and the characteristics of motor performance are obtained.The numerical simulation results demonstrate that helium injection enhances the combustion chamber pressure,thereby increasing the burning rate of propellant.However,the primary combustion reaction of the AP/HTPB propellant takes place within a thin layer on the burning surface,so the low-temperature helium has minimal impact on the gasphase combustion.Ultimately,the helium not only elevates the nozzle exit velocity,resulting in specific impulse gain,but also reduces the exhaust plume temperature.With an increase of helium mass flow rate,the area of the velocity increase zone at the nozzle exit continuously decreases,but the average velocity in the motor exit continuously increases.Overall,when the helium flow rate is 2.5 kg/s,the specific impulse can reach 10.5%.Reducing the helium injection hole diameter enhances mixing of helium and combustion gas and expands the velocity increase zone,thereby maximizing the exit velocity gain in average velocity at the nozzle exit.When the injection hole diameter is reduced from 100 mm to 20 mm,the specific impulse gain increases from 3.1%to 10.6%.Furthermore,increasing helium injection temperature greatly boosts the velocity of the mixed gas with the same helium mass fraction ultimately improving specific impulse. 展开更多
关键词 Combustion reaction mechanism HELIUM Regression rate model Specific impulse Solid-gas hybrid rocket motor
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Prelaunch rolling suppression for maritime rockets using RF-AdaBoost
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作者 WANG Deng XIAO Wenhao +1 位作者 SHAO Jianshuai JIANG Yi 《Journal of Systems Engineering and Electronics》 2026年第1期197-210,共14页
Prelaunch rolling of maritime rockets threatens the reliability of launch in rough sea conditions.In order to suppress the prelaunch rolling,this study introduces advanced smart prediction designed especially for mari... Prelaunch rolling of maritime rockets threatens the reliability of launch in rough sea conditions.In order to suppress the prelaunch rolling,this study introduces advanced smart prediction designed especially for maritime rockets.The suggested approach introduces a hybrid model that combines random forest(RF)and Adaptive boosting(Ada Boost)methods to describe the coupling mechanism of factors affecting rocket rolling and to suppress the rolling.This combination improves forecast accuracy.Thereafter,the dimensionality reduced response surfaces are used to visually present the coupling between rocket rolling and influencing factors,which reveals the prelaunch rolling mechanism.When angle between the launch device and the ship's bow is within 80°-100°,the dynamic friction coefficient between adapters and guideways is 0.4,and the dynamic friction coefficient between the rocket and launchpad is within 0-0.15 or0.5-0.7,the prelaunch rolling of rocket during one motion cycle of the ship is less than 0.065°,originally 0.27°,reduced by 75.93%,effectively suppressing the prelaunch rolling.This study improves the prelaunch stability of maritime rockets in rough sea conditions and establishes a mapping relationship between the factors affecting rocket rolling and the structure of the sea launch system,guiding the optimization of future sea launch systems. 展开更多
关键词 prelaunch rolling maritime rocket maritime dynamic platform rolling suppression random forest(RF)-AdaBoost
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Hypervelocity impact response and protection for the track steels of rocket sled system via light-gas gun experiments
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作者 Siwei Zhao Yi Zeng +5 位作者 Xuewen Zhou Weixing Zhao Botao Xie Jianbin Jing Yan Chen Yilun Liu 《Defence Technology(防务技术)》 2026年第2期282-293,共12页
Hypervelocity rocket sled systems are critical for testing advanced military technologies,yet track damage at speeds exceeding Mach 5 remains a significant challenge for system reliability and performance.In this stud... Hypervelocity rocket sled systems are critical for testing advanced military technologies,yet track damage at speeds exceeding Mach 5 remains a significant challenge for system reliability and performance.In this study,we investigated the hypervelocity impact response and protection for highstrength U71 Mn or bainitic steel used in rocket sled tracks.Flyer plate impact experiments using a two-stage light-gas gun were conducted to study the hypervelocity collision response,followed by the microstructural characterization via optical microscope,scanning electron microscopy equipped with electron backscatter diffraction to reveal underlying damage mechanisms.Then,the calibrated thermalmechanical coupled finite element simulations using the Johnson-Cook constitutive model and MieGrüneisen equation of state were carried out.Results indicated that bainitic steel exhibits superior impact resistance with predominantly smooth scratch-dominated damage due to its higher ductility.In contrast,U71 Mn suffered significant material spallation and crack propagation arising from brittle fracture mechanisms.Zinc-rich epoxy primer coatings effectively mitigated stress concentration and temperature rise in the substrate at impacting velocities below 2.4 km/s,so as to suppress the microstructural damage such as adiabatic shear bands and dynamic recrystallization.However,coating protection diminished at ultra-high-speed impacts due to the coating failure.Dimensional analysis established quantitative relationships of the gouge damage size to projectile mass,impact velocity,and material yield strength.This study provides in-depth insights into damage mechanisms in hypervelocity rail systems,demonstrating that bainitic steel combined with protective coatings can significantly enhance impact resistance and system reliability,offering valuable guidance for the design and optimization of hypervelocity testing platforms. 展开更多
关键词 Hypervelocity rocket sled Gouge of the track steels Two-stage light-gas gun Microstructural characterization Coating protection
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抢险火箭锚在土体中侵彻特性的数值模拟研究 被引量:2
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作者 孙东坡 乔驰 +2 位作者 董明家 刘明潇 孟奔 《华北水利水电大学学报(自然科学版)》 北大核心 2026年第1期9-16,共8页
【目的】江河堤防溃口堵复难以迅速奏效,采用火箭锚侵彻技术,在溃口处快速建立锚固点,能够有效提升抛投物的抗冲稳定性。为堤防溃口快速封堵提供有效方案,研究火箭锚在不同介质中的侵彻过程及力学特性。【方法】选取单体火箭锚为研究对... 【目的】江河堤防溃口堵复难以迅速奏效,采用火箭锚侵彻技术,在溃口处快速建立锚固点,能够有效提升抛投物的抗冲稳定性。为堤防溃口快速封堵提供有效方案,研究火箭锚在不同介质中的侵彻过程及力学特性。【方法】选取单体火箭锚为研究对象,选择土体为侵彻运动介质,借助三维数值模拟方法,建立火箭锚侵彻数学模型,设定不同的初始条件,开展侵彻模拟研究;通过土体侵彻三维模拟,从微观层面研究锚体在侵彻过程中的应力状态、土体的塑性应变以及锚体在土体中侵彻形成的空腔形态特征。【结果】模拟土体阻力造成的局部压强场主要集中在锚体头部,压强梯度变化不稳定;侵彻过程中锚体边界土体范式等效应力的变化与压强场变化同步响应,波动变化规律基本吻合;锚体初速度对其在土体中的侵彻深度有影响,随着初速度的增大,入土侵彻深度增大,但锚体稳定性降低,初速度超过临界值后,锚体会发生偏移,侵彻深度降低。【结论】研究结果有助于抢险专用火箭锚的设计,为科学、高效的堵口新技术应用提供理论基础与技术支撑。 展开更多
关键词 溃口堵复 火箭锚 侵彻运动 数值模拟 初始条件
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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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Safety assessment of framed hot launch departure for sea-based rockets in rough sea conditions
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作者 Deng Wang Jianshuai Shao +2 位作者 Nan Cao Yi Jiang Tong Huang 《Defence Technology(防务技术)》 2025年第8期83-100,共18页
Sea-based rocket launches encounter significant challenges stemming from dynamic marine environmental interactions.During the hot launch phase,characterized by low-velocity ascent,the departure of the rocket from the ... Sea-based rocket launches encounter significant challenges stemming from dynamic marine environmental interactions.During the hot launch phase,characterized by low-velocity ascent,the departure of the rocket from the oscillatory platform exhibits heightened sensitivity to external disturbances.In the development stage,assessing the launch dynamics and the clearance between the rocket and framed launcher are crucial for improving the reliability of sea-based rocket launches in rough sea conditions.This study presents a high-fidelity dynamic model of maritime hot launch system,demonstrating 3.21%prediction error through rigorous validation against experimental datasets from comprehensive modal analyses and the full-scale rocket flight test.To mitigate collision risks,we develop a computational method employing spatial vector analysis for dynamic measurement of rocket-launcher clearance during departure.Systematic investigations reveal that in rough sea conditions,optimal departure dynamics are achieved at θ_(thrust)=270°nozzle azimuth configuration,reducing failure probability compared to conventional orientations.The developed assessment framework not only resolves critical safety challenges in current sea launch systems but also establishes foundational principles for optimizing adapter axial configuration patterns in future designs. 展开更多
关键词 Sea-based rocket Departure safety Clearance measurement Launch dynamics Dynamic model
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Aerodynamic mechanism and aeroacoustic analysis of rocket sled with winged payload
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作者 Haojun LI Wenjie WANG +1 位作者 Xinyu MA Xu ZHAO 《Chinese Journal of Aeronautics》 2025年第9期114-125,共12页
The rocket sled system is not only a high-speed dynamic ground test system,but also one of the future aerospace horizontal launch schemes.The winged load,as a common type of payload,has greater vibration and noise int... The rocket sled system is not only a high-speed dynamic ground test system,but also one of the future aerospace horizontal launch schemes.The winged load,as a common type of payload,has greater vibration and noise intensity than the wingless load.Due to the severe aerodynamic instability prior to separation,the head-up or head-down phenomena are more evident and the test accuracy significantly decreases.The high-precision computer fluid dynamics and aeroacoustic analysis are employed to explore the multifield coupling mechanism of a rocket sled with the winged payload in the wide speed range(Ma=0.5–2).The results show that as the incoming velocity increases,the cone angle of the shock wave of the rocket sled decreases,the shock pressure increases quickly,and the vortex between the slippers splits and gradually shrinks in size.The velocity of the rocket sled exerts little influence on the modal resonance frequency.The wing has a significant impact on aerodynamic noise,and as the sound pressure level rises,the propagation direction gradually shifts towards the rear and upper regions of the wing. 展开更多
关键词 Aeroacoustic analysis Modal analysis Multifield coupling mechanism rocket sled Winged payload
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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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Experimental and Peridynamic Numerical Study on the Opening Process of the Soft PSD in Pulse Solid Rocket Motors
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作者 Wenxia Cheng Qinliu Cao +1 位作者 Bin Yuan Jiale Yan 《Computer Modeling in Engineering & Sciences》 2025年第6期3197-3214,共18页
As a critical component of pulse solid rocket motors(SRMs),the soft pulse separation device(PSD)is vital in enabling multi-pulse propulsion and has become a breakthrough in SRM engineering applications.To investigate ... As a critical component of pulse solid rocket motors(SRMs),the soft pulse separation device(PSD)is vital in enabling multi-pulse propulsion and has become a breakthrough in SRM engineering applications.To investigate the opening performance of the PSD,an axial PSD incorporating a star-shaped prefabricated defect was designed.The opening process was simulated using peridynamics,yielding the strain field distribution and the corresponding failure mode.A single-opening verification test was conducted.The simulation results showed good agreement with the experimental data,demonstrating the reliability of the peridynamic modeling approach.Furthermore,the effects of the prefabricated defect shape and depth on the opening performance of the PSD were analyzed through simulation.The research results indicate that the established constitutive model and failure criteria based on peridynamics can reasonably predict the failure location and the opening pressure of the soft PSD.Under the impact loading,the weak zone of the soft PSD firstly ruptures,and the damaged area gradually propagates along with the prefabricated defect,eventually leading to complete separation.A smaller prefabricated defect depth or a wider prefabricated defect distribution can cause a reduction in opening pressure.These research results provide valuable guidance for the preliminary design and optimization of PSDs in pulse solid rocket motors. 展开更多
关键词 PERIDYNAMICS pulse solid rocket motor soft pulse separation device material failure
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A numerical method for combustion instability in solid rocket motor based on unsteady combustion model
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作者 Gangchui ZHANG Songchen YUE +2 位作者 Zhuopu WANG Wen AO Peijin LIU 《Chinese Journal of Aeronautics》 2025年第11期110-127,共18页
This study introduced an innovative numerical approach to examine combustion instability in Solid Rocket Motors(SRMs).The paper commenced with the derivation of a transient model for the solid propellant's condens... This study introduced an innovative numerical approach to examine combustion instability in Solid Rocket Motors(SRMs).The paper commenced with the derivation of a transient model for the solid propellant's condensed phase,followed by its numerical discretization.Subsequently,this model was integrated with gas phase computations of the chamber's internal flow field,encompassing fluid dynamics and combustion processes.The precision of the numerical method was validated by experimental data,and its reliability was confirmed through a grid independence analysis.The study then investigated the motor's stability under various operating conditions,revealing the impact of parameters such as the sensitivity coefficient of the burning rate to temperature and the nozzle throat diameter on the motor's stability.The results confirmed the bistable nature of combustion instability in specific regions.For instance,when the sensitivity coefficients of burning rate to ambient temperature(k_(1))ranged from 1.4 to 1.8,the SRM adopted in this study with a throat diameter of 0.12 m remained stable under small disturbances but triggered instability under large disturbances.Moreover,increasing the value of k_(1)and reducing the throat diameter can exacerbate combustion instability,leading to more pronounced nonlinear characteristics.The numerical method developed in this paper could effectively capture the nonlinear features of the combustion instability occurring in the motor,providing guidance for SRMs design. 展开更多
关键词 Bistable region Combustion instability Pressure oscillation Propellant combustion Solid rocket motor
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Pressure oscillation and suppression method of large-aspect-ratio solid rocket motors
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作者 Yunzhi XI Jingwei GAO +3 位作者 Zeping WU Bolun ZHANG Lijun YANG Jun XIA 《Chinese Journal of Aeronautics》 2025年第4期10-24,共15页
A two-dimensional large eddy simulation numerical model is proposed to study the transient vortex flow and pressure oscillation of a large-aspect-ratio solid rocket motor.The numerical model is validated through exper... A two-dimensional large eddy simulation numerical model is proposed to study the transient vortex flow and pressure oscillation of a large-aspect-ratio solid rocket motor.The numerical model is validated through experimental data,finite element analysis and cumulative error analysis.The numerical simulations are executed to obtain the characteristics of the vortex-acoustic and pressure oscillation.The results show that the burning surface regression decreases the motor aspect ratio,increasing the corresponding natural frequency from 260 Hz to 293 Hz.The pressure oscillation phenomenon is formed due to the vortex-acoustic coupling.Decreasing the corner vortex shedding intensity shows negative effects on the dimensionless amplitude of the pressure oscillation.The head cavity without the injection can decrease the vortex-acoustic coupling level at the acoustic pressure antinode.The modified motor with head cavity can obtain a lower dimensionless oscillating pressure amplitude 0.00149 in comparison with 0.00895 of the original motor.The aspect ratio and volume of the head cavity without the injection have great effects on the pressure oscillation suppression,particularly at the low aspect ratio or large volume.The reason is that the mass in the region around the acoustic pressure antinode is extracted centrally,reducing the energy contribution to the acoustic system.With the volume increasing,the acoustic energy capacity increases. 展开更多
关键词 Pressure oscillation Suppression method Solid rocket motor Large aspect ratio Large eddy simulation
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Impact of the head cavity and submerged nozzle on corner vortices and pressure oscillations in a solid rocket motor with a backward- facing step
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作者 Hongbo Xu Jie Hu +2 位作者 Chao Huo Yifang He Peijin Liu 《Defence Technology(防务技术)》 2025年第7期405-416,共12页
Taking a C1x motor with a backward-facing step which can generate a typical corner vortex as a reference,a numerical methodology using large eddy simulation was established in this study.Based on this methodology,the ... Taking a C1x motor with a backward-facing step which can generate a typical corner vortex as a reference,a numerical methodology using large eddy simulation was established in this study.Based on this methodology,the position of the backward-facing step of the motor was computed and analyzed to determine a basic configuration.Two key geometrical parameters,the head cavity angle and submerged nozzle cavity height,were subsequently introduced.Their effects on the corner vortex motion and their interactions with the acoustic pressure downstream of the backward-facing step were analyzed.The phenomena of vortex acoustic coupling and characteristics of pressure oscillations were further explored.The results show that the maximum error between the simulations and experimental data on the dominant frequency of pressure oscillations is 5.23%,which indicates that the numerical methodology built in this study is highly accurate.When the step is located at less than 5/8 of the total length of the combustion chamber,vortex acoustic coupling occurs,which can increase the pressure oscillations in the motor.Both the vorticity and the scale of vortices in the downstream step increase when the head cavity angle is greater than 24°,which increases the amplitude of the pressure oscillation by maximum 63.0%.The submerged nozzle cavity mainly affects the vortices in the cavity itself rather than those in the downstream step.When the height of the cavity increases from 10 to 20 mm,the pressure oscillation amplitude under the main frequency increases by 39.1%.As this height continues to increase,the amplitude of pressure oscillations increases but the primary frequency decreases. 展开更多
关键词 Solid rocket motor Backward-facing step Head cavity Submerged nozzle Large eddy simulation Pressure oscillation
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Launch dynamics modeling and simulation of box-type multiple launch rocket system considering plane clearance contact
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作者 Jinxin Tang Guoping Wang +3 位作者 Genyang Wu Yutian Sun Lilin Gu Xiaoting Rui 《Defence Technology(防务技术)》 2025年第5期105-123,共19页
As the performance of the box-type multiple launch rocket system(BMLRS)improves,its mechanical structures,particularly the plane clearance design between the slider on the rocket and the guide inside the launch canist... As the performance of the box-type multiple launch rocket system(BMLRS)improves,its mechanical structures,particularly the plane clearance design between the slider on the rocket and the guide inside the launch canister,have grown increasingly complex.However,deficiencies still exist in the current launch modeling theory for BMLRS.In this study,a multi-rigid-flexible-body launch dynamics model coupling the launch platform and rocket was established using the multibody system transfer matrix method and the Newton-Euler formulation.Furthermore,considering the bending of the launch canister,a detection algorithm for slider-guide plane clearance contact was proposed.To quantify the contact force and friction effect between the slider and guide,the contact force model and modified Coulomb model were introduced.Both the modal and launch tests were conducted.Additionally,the modal convergence was verified.By comparing the modal experiments and simulation results,the maximum relative error of the eigenfrequency is 3.29%.thereby verifying the accuracy of the developed BMLRS dynamics model.Furthermore,the launch test validated the proposed plane clearance contact model.Moreover,the study investigated the influence of various model parameters on the dynamic characteristics of BMLRS,including launch canister bending stiffness,slider and guide material,slider-guide clearance,slider length and layout.This analysis of influencing factors provides a foundation for future optimization in BMLRS design. 展开更多
关键词 Box-type multiple launch rocket system Launch dynamics Plane clearance contact Contact detection algorithm Multibody system transfer matrix method(MSTMM)
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Screening of metal additives in ABS polymer fuel for enhanced performance in hybrid rocket motors:A computational analysis using CEA
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作者 Gail Ndlovu Bilainu Oboirien Patrick Ndungu 《Defence Technology(防务技术)》 2025年第8期176-184,共9页
This study investigates the potential of metal additives in acrylonitrile butadiene styrene(ABS)polymer fuel to enhance hybrid rocket motor(HRM)performance through computational analysis,Chemical Equilibrium with Appl... This study investigates the potential of metal additives in acrylonitrile butadiene styrene(ABS)polymer fuel to enhance hybrid rocket motor(HRM)performance through computational analysis,Chemical Equilibrium with Applications(CEA),software.ABS was selected as the base fuel due to its thermoplastic nature,which allows for the creation of complex fuel geometries through 3D printing,offering significant flexibility in fuel design.Hybrid rockets,which combine a solid fuel with a liquid oxidiser,offer advantages in terms of operational simplicity and safety.However,conventional polymer fuels often exhibit low regression rates and suboptimal combustion efficiencies.In this research,we evaluated a range of metal additives-aluminium(Al),boron(B),nickel(Ni),copper(Cu),and iron(Fe)-at chamber pressures ranging from 1 to 30 bar and oxidiser-to-fuel(O/F)ratios between 1.1 and 12,resulting in 1800 unique test conditions.The main performance parameters used to assess each formulation were characteristic velocity(C^(*))and adiabatic flame temperature.The results revealed that each test produced a different optimum O/F ratio,with most ratios falling between 4 and 6.The highest performance was achieved at a chamber pressure of 30 bar across all formulations.Among the additives,Al and B demonstrated significant potential for improved combustion performance with increasing metal loadings.In contrast,Fe,Cu,and Ni reached optimal performance at a minimum loading of 1%.Future work includes investigating B-Al metal composites as additives into the ABS base polymer fuel,and doing experimental validation tests where the metallised ABS polymer fuel is 3D printed. 展开更多
关键词 Hybrid rocket motors Acrylonitrile butadiene styrene(ABS) Metallised polymer fuels Combustion performance Characteristic velocity(C*) Chemical equilibrium with applications (CEA)
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火箭倒飞逆向喷流干扰特性数值模拟研究
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作者 张培红 贾洪印 +3 位作者 赵娇 吴晓军 周桂宇 张耀冰 《北京航空航天大学学报》 北大核心 2026年第1期120-128,共9页
有动力垂直回收是实现运载火箭可重复使用的关键技术之一。垂直回收过程中,火箭倒飞产生的大分离非规则流动,以及发动机逆向喷流与主流相互作用导致的复杂气动干扰,对数值模拟方法提出了严峻挑战。基于NNW-FlowStar软件和非结构混合网... 有动力垂直回收是实现运载火箭可重复使用的关键技术之一。垂直回收过程中,火箭倒飞产生的大分离非规则流动,以及发动机逆向喷流与主流相互作用导致的复杂气动干扰,对数值模拟方法提出了严峻挑战。基于NNW-FlowStar软件和非结构混合网格技术,采用球头逆向喷流标模,以及自主开展的火箭倒飞逆向喷流风洞试验标模,对数值模拟方法进行了验证,研究不同双喷喷流状态对火箭倒飞逆向喷流干扰特性的影响。结果表明:NNW-FlowStar软件可以较好模拟火箭倒飞逆向喷流干扰特性,数值模拟结果与试验结果吻合较好,计算得到的流场结构与风洞试验一致;不同组合喷流形式呈现出不同的喷流干扰特性和流场结构,不同喷流方案轴向力差异明显,对力矩特性影响也较大,甚至会导致全箭本体的纵向静稳定性发生变化,在超声速来流状态采用双喷状态2即2个水平喷管的方案减速效果较好。 展开更多
关键词 火箭倒飞 逆向喷流 干扰特性 NNW-FlowStar 数值模拟
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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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基于条件扩散模型的火箭气动外形快速设计方法
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作者 李川 陈建东 +3 位作者 何磊 程明 钱炜祺 蔺佳哲 《空气动力学学报》 北大核心 2026年第2期22-36,共15页
气动设计在火箭设计中扮演着至关重要的角色,为了缩短火箭气动外形设计周期,减少繁琐的迭代优化过程,提出了一种火箭气动外形生成式快速反设计方法。采用图像对火箭气动外形进行几何表征,构建基于条件扩散模型的火箭气动外形生成模型、... 气动设计在火箭设计中扮演着至关重要的角色,为了缩短火箭气动外形设计周期,减少繁琐的迭代优化过程,提出了一种火箭气动外形生成式快速反设计方法。采用图像对火箭气动外形进行几何表征,构建基于条件扩散模型的火箭气动外形生成模型、基于卷积神经网络的火箭气动性能快速预测模型和火箭设计参数判别模型。首先使用气动外形生成模型,以典型工况下轴向力系数C_(A)和法向力系数C_(N)作为输入,快速生成大量图像化的火箭气动外形方案;然后,再使用气动性能预测模型筛选出满足输入指标的设计方案;最后,通过设计参数判别模型提取优选方案的参数,并对其进行验证,或将其转化为三维外形。本文数据集共包含165000组气动外形及对应的气动性能。采用典型轴对称布局火箭对气动性能预测模型进行了测试,模型在100个图像化的火箭气动外形预测中耗时约30 s。经验证,优选外形方案轴向力系数C_(A)偏差为0.0827%,法向力系数C_(N)偏差为0.7124%,这说明采用本文方法对火箭气动外形进行设计具有可行性,可为相关研究提供新思路。最后本文还分析了交叉注意力机制对模型的影响,发现其并不能对模型精度产生优化效果,此探索研究可为模型后续优化提供参考。 展开更多
关键词 火箭设计 气动设计 机器学习 扩散模型 深度学习 生成式模型
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固体火箭发动机药柱包覆套外侧狭缝传热特性
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作者 娄永春 朱睿 +2 位作者 赵瑜 吕志超 刘佩进 《固体火箭技术》 北大核心 2026年第1期49-56,共8页
固体发动机在大过载下存在药柱包覆套外侧狭缝宽度增大的情况,易引起包覆套阻燃失效、药柱提前点燃的风险。采用动网格方法对燃面退移过程中狭缝的流动传热进行了仿真研究,分析了狭缝宽度和燃面退移速率的影响,并进行了试验验证。结果表... 固体发动机在大过载下存在药柱包覆套外侧狭缝宽度增大的情况,易引起包覆套阻燃失效、药柱提前点燃的风险。采用动网格方法对燃面退移过程中狭缝的流动传热进行了仿真研究,分析了狭缝宽度和燃面退移速率的影响,并进行了试验验证。结果表明,在初始时刻狭缝宽度较小时,燃气通过包覆套向药柱的传热速率大于热量向药柱内部的传导速率,药柱表面温度上升;当狭缝内流动稳定后,燃气通过包覆套向药柱传热的速率小于热量向药柱内部的传导速率,药柱表面温度下降;当狭缝宽度较大时,燃气在狭缝入口形成涡流,外部燃气对狭缝内部燃气进行热量传递的速率快,燃气通过包覆套向药柱传热的速率始终大于热量向药柱内部的传导速率,药柱表面温度持续上升。燃面退移速率不影响狭缝内部的流动情况,对狭缝传热的影响不大。包覆套外侧狭缝较窄时,需重点考虑点燃初始时刻药柱表面的温度变化。若飞行工况存在大过载,需要考虑包覆套外侧狭缝变宽、狭缝传热增强的可能性并提升热防护措施。 展开更多
关键词 固体火箭发动机 药柱包覆套 燃面退移 动网格 数值计算
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ML-ROCKET:基于多层随机卷积核变换的时间序列分类
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作者 刘彤 李一航 倪维健 《计算机系统应用》 2025年第10期206-216,共11页
针对现有随机卷积核变换(random convolutional kernel transformation,ROCKET)方法在特征提取深度和非线性建模能力上的局限性,本研究提出ML-ROCKET.该方法将ROCKET扩展为多层结构,逐层提取非线性特征,丰富特征表示并提高分类精度.ML-R... 针对现有随机卷积核变换(random convolutional kernel transformation,ROCKET)方法在特征提取深度和非线性建模能力上的局限性,本研究提出ML-ROCKET.该方法将ROCKET扩展为多层结构,逐层提取非线性特征,丰富特征表示并提高分类精度.ML-ROCKET采用二维卷积结构和顺序池化操作,增强对多变量交互关系和时间序列内部特征的捕捉能力.此外,通过引入顺序特征去除(sequential feature detachment,SFD)剪枝策略,进一步优化ML-ROCKET的性能与推理速度.实验结果表明,ML-ROCKET在UCR的109个单变量数据集和UEA的26个多变量数据集上的分类精度与最先进的模型相当,且训练效率显著超越了大多数现有方法. 展开更多
关键词 时间序列分类 多层结构 随机卷积核变换 二维卷积 顺序池化
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