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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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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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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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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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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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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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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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基于RocketIO的SATA物理层实现 被引量:8
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作者 杨佳朋 张刚 郝敏 《电视技术》 北大核心 2013年第3期70-72,77,共4页
以Virtex-5系列FPGA内嵌的RocketIO收发器模块为平台,分析SATA(串行高级技术附件)协议的物理层功能,把RocketIO收发器的内部结构特点与协议要求相结合,设计了基于RocketIO收发器的SATA物理层电路。
关键词 rocket IO SATA协议 高速串行传输
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基于RocketI O的高速光收发器的设计与实现 被引量:4
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作者 吴宾 刘安良 +1 位作者 赵楠 殷洪玺 《光通信技术》 CSCD 北大核心 2014年第11期1-4,共4页
基于Xilinx公司的Virtex-6系列FPGA的Rocket IO,设计了包含高速收发器和高速串行接口的高速串行通信模型及Virtex-6系列FPGA的硬件平台。以Rocket IO为编码工具,实现了速率达6.25Gb/s的高速串行通信,给出了仿真结果和Chipscope在线调试... 基于Xilinx公司的Virtex-6系列FPGA的Rocket IO,设计了包含高速收发器和高速串行接口的高速串行通信模型及Virtex-6系列FPGA的硬件平台。以Rocket IO为编码工具,实现了速率达6.25Gb/s的高速串行通信,给出了仿真结果和Chipscope在线调试实验结果,误码率低于10-12。 展开更多
关键词 高速收发器 空间光通信 FPGA rocket I0
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Ultra-tight GPS/INS integration based long-range rocket projectile navigation method 被引量:4
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作者 赵捍东 李志鹏 张会锁 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第2期153-160,共8页
Accurate navigation is important for long-range rocket projectile's precise striking. To obtain stable and high-per- formance navigation result, a ultra-tight global positioning system/inertial navigation system (GP... Accurate navigation is important for long-range rocket projectile's precise striking. To obtain stable and high-per- formance navigation result, a ultra-tight global positioning system/inertial navigation system (GPS/INS) integration based nav- igation approach is proposed. The accurate short-time output of INS is used by GPS receiver to assist in acquisition of signal, and output information of INS and GPS is fused based on federated filter. Meanwhile, the improved cubature Kalman filter with strong tracking ability is chosen to serve as the local filter, and then the federated filter is enhanced based on vector sharing theory. Finally, simulation results show that the navigation accuracy with the proposed method is higher than that with traditional methods. It provides reference for long-range rocket projectile navigation. 展开更多
关键词 long-range rocket projectile global position system inertial measuring unit ultra-tight integration
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Active Control of Initial Disturbances for Rockets and Missiles 被引量:2
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作者 毕世华 李海斌 +1 位作者 李霁红 方远 《Journal of Beijing Institute of Technology》 EI CAS 2001年第2期143-148,共6页
The active control theory and methods of initial disturbances for rockets and missiles are investigated. The rocket or missile/launcher is simplified as a flexible beam excited by a moving varying velocity rigid body ... The active control theory and methods of initial disturbances for rockets and missiles are investigated. The rocket or missile/launcher is simplified as a flexible beam excited by a moving varying velocity rigid body which has two points in contact with the beam. The control force is applied at the supporting point on the beam. Active control strategies based on optimal control theory are proposed and computer simulation is carried out. Simulation results are consistent with the theoretical results, and show that the active control strategies proposed can accomplish the purpose to control the initial disturbances actively. The results show that active control of initial disturbances for rockets and missiles is feasible for application. 展开更多
关键词 rocket or missile/launcher initial disturbances rigid body flexible beam active control
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液体火箭注气式蓄压器流动阻尼理论模型
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作者 史童 何允钦 +2 位作者 梁国柱 潘辉 朱平平 《北京航空航天大学学报》 北大核心 2026年第1期214-222,共9页
运载火箭纵向振动稳定性分析过程中需要进行增压输送系统的管道动力学分析。蓄压器流动阻尼计算方法直接影响输送系统动力学分析的准确性。目前,常用方法忽略了推进剂供应主管内流体流动的影响,采用孔板流动模型分析蓄压器流动阻尼,但... 运载火箭纵向振动稳定性分析过程中需要进行增压输送系统的管道动力学分析。蓄压器流动阻尼计算方法直接影响输送系统动力学分析的准确性。目前,常用方法忽略了推进剂供应主管内流体流动的影响,采用孔板流动模型分析蓄压器流动阻尼,但存在较大偏差。基于此,引入连通孔流动模型,推导考虑推进剂供应主管内流体垂直流动影响的蓄压器非线性阻尼理论计算式;针对某蓄压器通过稳态数值仿真进行验证。结果表明:所提方法能够显著提高预测精度,对不同工况预测偏差在10%以内,而基于孔板流动模型的预测结果偏差超过30%。在此基础上进一步推导准稳态条件下的蓄压器线性阻尼理论计算式,并绘制线性阻尼曲线,发现蓄压器线性阻尼有最小值,其大小与连通孔总通流面积和主管内推进剂流速相关。 展开更多
关键词 液体火箭 增压输送系统 注气式蓄压器 流动阻尼 连通孔
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一种基于Rocket I/O的视频数据采集和高速串行传输系统的设计与实现 被引量:1
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作者 龚坚 杜昌贤 +1 位作者 徐智勇 经继松 《现代电子技术》 2005年第23期70-72,75,共4页
介绍了一种以VIRTEXⅡPRO系列FPGA中RocketI/O为核心的视频数据采集和高速串行传输系统的实现方案。分析了串行器和解串器的结构,给出了RocketI/O进行高速串口通信的同步方法,采用Verilog语言描述了一种保护帧同步的状态机。在此基础上... 介绍了一种以VIRTEXⅡPRO系列FPGA中RocketI/O为核心的视频数据采集和高速串行传输系统的实现方案。分析了串行器和解串器的结构,给出了RocketI/O进行高速串口通信的同步方法,采用Verilog语言描述了一种保护帧同步的状态机。在此基础上,自定义了一种简单的数据帧结构,完成了数据率为1.25Gb/s的1500m点对点链路的高速传输。分析了高速差分信号的阻抗匹配方案和抗干扰措施。最后给出了收发方向上的后仿真波形,整个设计在Xilinx公司的XC2VP4fg456上实现,占用资源量为7360等效门。 展开更多
关键词 FPGA rocket I/O SERDES 高速串行传输
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Application of adaptive Kalman filter in rocket impact point estimation 被引量:1
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作者 闫小龙 陈国光 白敦卓 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第3期212-217,共6页
In order to measure the parameters of flight rocket by using radar,rocket impact point was estimated accurately for rocket trajectory correction.The Kalman filter with adaptive filter gain matrix was adopted.According... In order to measure the parameters of flight rocket by using radar,rocket impact point was estimated accurately for rocket trajectory correction.The Kalman filter with adaptive filter gain matrix was adopted.According to the particle trajectory model,the adaptive Kalman filter trajectory model was constructed for removing and filtering the outliers of the parameters during a section of flight detected by three-dimensional data radar and the rocket impact point was extrapolated.The results of numerical simulation show that the outliers and noise in trajectory measurement signal can be removed effectively by using the adaptive Kalman filter and the filter variance can converge in a short period of time.Based on the relation of filtering time and impact point estimation error,choosing the filtering time of 8-10 scan get the minimum estimation error of impact point. 展开更多
关键词 rocket adaptive Kalman filter OUTLIERS impact point estimation
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