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贝叶斯正则化BP网络在机翼载荷分析中的应用 总被引:2,自引:0,他引:2
采用贝叶斯正则化与BP网络相结合的方法,构造了一个分析飞机机翼载荷的三层BP网络。贝叶斯正则化方法提高了BP神经网络的泛化能力,且能考虑非特征化的非线性影响。使用某型飞机对称机动和滚转机动的试飞实测数据作为载荷激励来训练神经网络,并用这个训练完的网络预测了该飞机机翼的飞行载荷。最后将神经网络预测结果与实测结果进行了比较,结果表明该方法能够准确地实现飞机机翼载荷预测,对新机研制和飞行试验有较高的参考价值。 相似文献
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高速和机动状态下弹射试验方法和技术研究是为某新机救生装置空中鉴定试验作技术准备、使试飞员感受高速和机动状态下弹射力对飞机的影响,以掌握相应的驾驶技术和考核弹射试验舱结构强度的一项专题研究。经过认真分析确定了该课题的试验研究方案,对有关的技术关键问题按专题进行试验研究并逐一予以解决。1996年4季度利用HTY-4A型火箭弹射座椅进行了平直高速(速度为925km/h)和俯冲飞行(速度为700km/h, 相似文献
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针对战斗机飞行训练中的评估问题,提出了一种基于动态贝叶斯网络和模糊灰度理论的评估方法。首先,分析了训练过程中典型飞行参数与机动动作的因果关系,根据专家经验与先验知识构建基于动态贝叶斯网络的机动动作识别模型,推理得到战斗机机动动作识别结果。然后,建立战斗机飞行训练评估指标体系,根据战斗机机动识别结果选择飞行训练评估指标,并采用综合赋权法确定了指标权重。最后,建立灰度模糊评估矩阵,结合飞行训练过程中各评估指标的飞行数据得到评估结果。实验结果表明该评估方法能够根据飞行过程中的参数信息进行机动动作识别及飞行训练评估,提高了飞行训练评估的效率。 相似文献
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本文在“飞机投外挂时的动态响应及其地面飞行模拟”的研究基础上,对垂直机动飞行时飞机投外挂后的动态响应进行研究。文中推导了该状态下的运动方程,采用积分变换方法,求得动态响应的解析解,并以歼7、歼8为例,进行了计算.计算结果表明:投放同样的外挂,垂直机动飞行时运动初期的动态响应与平直飞行时基本一致.飞机作垂直机动飞行时投外挂对飞行影响不大,符合规范要求. 相似文献
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应用基于Lyapunov直接法的非线性不确定系统鲁棒控制方法,为某型直升机垂直飞行模态设计了鲁棒控制律,该控制律能保证闭环系统具有全局稳定性。为验证所设计鲁棒控制律的有效性,对直机机垂直飞行的三 机动:设定点悬停、起飞着陆机和忽上忽下机动,分别进行了闭环系统仿真。仿真结果表明,所设计的控制律对系统参数的摄动具有很强的鲁棒性。 相似文献
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张彤 《民用飞机设计与研究》2014,(4):27-30
针对因对机动速度错误理解导致的飞行事故,从澄清设计机动速度和使用机动速度概念入手,分析了两个速度制定的规章要求、需要考虑的因素、两者间的关系,以及导致误解的原因,从设计和使用角度提出了与机动速度相关的飞行安全建议。 相似文献
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机动飞行状态下弹射试验时,弹射力对飞机的扰动是关系到弹射试验机安全的重要问题。结合某型弹射座椅空弹鉴定试验,分析了在俯冲、俯冲下沉、横滚和倒飞状态弹射时弹射试验机的响应。结果证明,在一定的高度速度范围进行机动飞行状态弹射试验是安全的。 相似文献
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基于飞机油箱模型形状特征油量测量切片步长选择方法研究 总被引:1,自引:0,他引:1
在分析飞机数字式油量测量过程中目前广泛使用的切片法油量测量原理的基础上,针对现有的定步长切片法无法得到准确、可靠的燃油质量特性数据库的缺陷,结合对飞机油箱模型形状特征的分析,提出了基于飞机油箱模型形状特征的油量测量切片步长选择方法。此方法包括切片步长整体和局部选择两个过程,整体选择以实现相邻两切片平面所夹油箱模型体积近似相等为目的来确定切片步长,以体现油箱模型截面整体变化规律;局部选择以设计切片平面与截面突变平面重合或尽可能接近的方式,突出油箱截面的局部变化特征。实验结果表明:该切片步长选择方法较定步长方法能够建立更为合理、可靠的燃油质量特性数据库,从而提高了油量测量精度。 相似文献
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The effect of inlet conditions on the flow and heat transfer in multiple rotating cavity with axial throughflow 总被引:1,自引:0,他引:1
This paper discusses experimental results from two different build configurations of a heated multiple rotating cavity test rig.Measurements of heat transfer from the discs and tangential velocities are presented.The test rig is a 70% full scale version of a high pressure compressor stack of an axial gas turbine engine.Of particular interest are the internal cylindrical cavities formed by adjacent discs and the interaction of these with a central axial throughflow of cooling air.Tests were carried out for a range of non-dimensional parameters representative of high pressure compressor internal air system flows(Re up to 5×106 and Rez up to 2×105).Two different builds have been tested.The most significant difference between these two build configurations is the size of the annular gap between the(non-rotating) drive shaft and the bores of the discs.The heat transfer data were obtained from thermocouple measurements of surface temperature and a conduction solution method.The velocity measurements were made using a two component,LDA system.The heat transfer results from the discs show differences between the two builds.This is attributed to the wider annular gap allowing more of the throughflow to penetrate into the cavity.There are also significant differences between the radial distributions of tangential velocity in the two builds of the test rig.For the narrow annular gap,there is an increase of non-dimensional tangential velocity V/Ωr with radial location to solid body rotation V/Ωr=1.For the wider annular gap,the non-dimensional velocities show a decrease with radial location to solid body rotation. 相似文献
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Abnormal Shape Mould Winding 总被引:1,自引:0,他引:1
Fu Hongya Wang Xianfeng Han Zhenyu Fu Yunzhong 《中国航空学报》2007,20(6):552-558
为解决网格化芯模的缠绕问题,本文提出了复合材料面片缠绕机理;接着详细分析了面片缠绕过程中的芯模凹曲面上纤维滑线和架空现象,应用微分几何曲面理论和空间几何理论,提出判据及其解决方案;最后,针对飞机发动机进气道的缠绕成型,编制缠绕控制程序并进行相应的实验,验证了面片缠绕方法的可行性。 相似文献
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航天器返回地球的气动特性综述 总被引:4,自引:0,他引:4
航天器返回地球的飞行过程中,气动特性是实现将宇宙飞行速度减到落地前速度、保证再入飞行得到有效控制以及再入防热安全可靠的关键因素。针对简单旋成体气动外形、半弹道式再入控制、烧蚀防热类返回航天器,综述了返回地球过程中变化的空气流域特性、航天器周围的气体绕流环境、空气与航天器作用产生的动力学与热效应等。系统地给出了该类航天器的再入气动特性参数与飞行性能的共性规律,包括:气动阻力与再入减速、气动升力与再入轨迹控制、配平攻角与飞行稳定性、气动加热与防热,以及再入过程中不同气动特性航天器、气象条件变化等对再入飞行性能的影响规律。为航天器开展返回飞行过程的跨流域气动性能工程研制提供设计参考。 相似文献
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Research on Auto-detection for Remainder Particles of Aerospace Relay Based on Wavelet Analysis 总被引:2,自引:0,他引:2
GAO Hong-liang ZHANG Hui WANG Shu-juan 《中国航空学报》2007,20(1):75-80
Aerospace relay is one kind of electronic components which is used widely in national defense system and aerospace system. The existence of remainder particles induces the reliability declining, which has become a severe problem in the development of aerospace relay. Traditional particle impact noise detection (PIND) method for remainder detection is ineffective for small particles, due to its low precision and involvement of subjective factors. An auto-detection method for PIND output signals is proposed in this paper, which is based on direct wavelet de-noising (DWD), cross-correlation analysis (CCA) and homo-filtering (HF), the method enhances the affectiv-ity of PIND test about the small particles. In the end, some practical PIND output signals are analysed, and the validity of this new method is proved. 相似文献
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Effects of Mo on the Microstructure and Hydrogen Sorption Properties of Ti-Mo Getters 总被引:1,自引:0,他引:1
ZHOU Hong-guo WEI Xiu-ying MAO Chang-hui XIONG Yu-hua QIN Guang-rong 《中国航空学报》2007,20(2):172-176
The effects of Mo on the microstructure evolution, porosity and hydrogen sorption properties of Ti-Mo getters are investigated in this work. The results show that the addition of Mo prolongs the densification process of Ti-Mo getters and results in a significant amount of sintered pores. With the Mo content increasing, the porosity of getters firstly increases reaching the maximum value as it at- tains about 7.5wt.%, and then drops. At the room temperature, the hydrogen sorption property of getters increases progressively with the Mo content increasing, but the tendency is not very clear before its content lies below 2.5wt.%. When the Mo content achieves about 7.5wt.%, the hydrogen sorption property proves to be the best. The discussion is made about the above mentioned phenomena inclusive of hydrogen sorption properties of getters under different activation conditions (from 500-750 ℃). 相似文献
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YANG Fen ZHANG Xue-jun TIAN Fang WU Xu GAN Fu-xing 《中国航空学报》2007,20(2):181-186
Antimony-doped tin hydroxide colloid precipitates have been synthesized by hydrolysis of SnCl4 and SbCl3 using: (1) an ion-exchange hydrolysis to remove chlorine ions, and (2) isoamyl acetate as an azeotropic solvent to obviate water. The obtained dried powder is of high dispersivity without any need for further grinding. The size and dispersivity of the final particles are investigated with the aid of TG-DTA, BET, XRD and TEM. After having calcined, the antimony-doped tin oxide nanopowder possesses a tetragonal rutile structure with high dispersivity, uniform particles and low hard agglomeration. 相似文献