基于人工神经网络的道路表面降雨水深预测

建立了基于人工神经网络的道路表面水膜厚度预测模型，通过试验数据的训练确定权重和阈值，经过检验样本的检验，能够很好地预测道路表面的水膜厚度。结果表明，本文建立的人工神经网络模型用于道路表面水膜厚度预估可行。     

定间隙间歇送进-混气电解加工技术

介绍了定间隙间歇送进-混气电解加工技术及其提高复制精度的途径,通过试验研究了该技术在提高电解加工精度及表面质量方面的优越性。     

非轴对称波瓣喷管引射器的特性实验研究

波瓣喷管引射器具有高效的引射掺混特性。非轴对称波瓣喷管引射器的引射特性与轴对称波瓣喷管引射器有所不同。本文对六波瓣的非轴对称喷管引射器进行了一系列的实验，研究了该引射器的引射流量比与主流温度的关系，混合管动量修正系数及其工作特性曲线。最后通过分析得出了与实验数据基本符合的理论工作特性关系式     

2198和5A90铝锂合金脉冲阳极氧化膜制备及耐蚀性

在18%(质量分数,下同)H_2SO_4+5%C_2H_2O_4水溶液中,采用脉冲(PC)电流对2198和5A90两种铝锂合金进行阳极氧化处理。用扫描电子显微镜(SEM)观察铝锂合金阳极氧化膜表面和截面形貌;用能谱仪(EDS)对其成分进行面扫描和线扫描;用动电位极曲线检测氧化膜在3.5%NaCl水溶液中的耐蚀性。结果表明:2198和5A90铝锂合金阳极氧化膜主要由Al的氧化物组成;2198合金氧化膜表面存在细小颗粒,厚度约为150μm;5A90合金氧化膜表面存在微孔,为后续封孔处理提供结构条件,厚度约为180μm;用脉冲方法在两种铝锂合金表面生成的较厚阳极氧化膜具有较高的耐蚀性。     

运动单站干涉仪相位差直接定位方法

针对传统干涉仪测向定位在低信噪比(SNR)下性能降低、多频段系统复杂等缺点,本文直接利用运动单站干涉仪模糊相位差(PD)实现对地面静止辐射源定位.为解决该定位问题,结合干涉仪相位差的几何特性,提出了一种多角度距离参数化高斯和滤波(MB-RP-GMF)定位解算方法,利用相位差误差检测获得多个初始方位角,通过距离参数化得到一组滤波初始值,采用扩展卡尔曼滤波(EKF)进行定位计算.仿真结果表明,该定位方法在低信噪比下优于仅测向(BO)定位,且仅采用一组干涉仪便可对多个频段辐射源进行定位.     

动态时频谱分析、探测和跟踪的随机有限集法

动态出现和消失多分量信号的时频分析问题一直是非平稳信号处理的难点之一。为此，提出了一种分析、探测和跟踪多分量信号的随机有限集法。该算法利用时频变换，如短时傅里叶变换或自适应谱估计法，以及多项式预测模型，将多分量信号的时频分析问题归纳成可利用随机有限集进行多目标追踪的问题。分析表明：借助于提出的初始权重赋值算法，以及谱分量幅度和频率的联合似然函数，就可利用高斯混合概率假设密度滤波器来实现对动态时频谱的分析、探测和跟踪。在仿真实验中，所提算法有效提升了动态时频谱的跟踪精度，其对微弱时频谱分量的探测能力，以及对载频差异的分析能力均优于文献报道的算法。     

Gaussian mixture model based adaptive control for uncertain nonlinear systems with complex state constraints

This paper addresses an uncertain nonlinear control system problem with complex state constraints and mismatched uncertainties. A novel Gaussian Mixture Model(GMM) based adaptive PID-Nonsingular Terminal Sliding Mode Control(NTSMC)(GMM-adaptive-PID-NTSMC)method is proposed. It is achieved by combining a GMM based adaptive potential function with a novel switching surface of PID-NTSMC. Next, the stability of the closed-loop system is proved.The main contribution of this paper is that the GMM meth...     

混合高斯测量噪声下的多模型滤波

就带有混合高斯测量噪声的离散时间系统 ,提出了一种简化的多模型滤波。理论分析证明该滤波方法用较少的计算量得到了与交互多模型滤波相同的估计性能。为满足应用要求 ,给出了该滤波器的数值鲁棒实现方法。一个关于仅有方位测量的制导例子验证了该滤波算法的有效性。     

Influence of fuel injection position and equivalent mixture ratio on chemical non-equilibrium effects of single expansion ramp nozzle

Chemical non-equilibrium flow was investigated for the scramjet single expansion ramp nozzle(SERN) with a strut-based liquid-kerosene-fueled combustor.Two-dimensional Reynolds-averaged Navier-Stokes(RANS) equations were solved with the species conservation equation for continuous phase and the renormalization group(RNG) k-ε turbulence model.Lagrangian discrete-phase model was analyzed for liquid-kerosene droplets behavior in the supersonic stream.Combustion was simulated by kerosene surrogate fuel's 10-species and 13-step reduced reaction kinetics mechanism with use of Arrhenius's laminar finite rate model.Parametric studies were carried out to estimate the influence of different fuel injection positions and equivalent mixture ratios on the SERN chemical non-equilibrium effects.Numerical calculation results show that the strut-based combustor enables convenient modeling of various SERN entry conditions,which is similar with many preceding investigations,by changing the injector strut position and controlling the mass flow rate of each injector.Chemical non-equilibrium effects function in the whole SERN,especially in the initial flow expansion region,leads to obviously higher SERN performance of the non-equilibrium flow than that of the frozen flow.Furthermore,the distributed fuel injection pattern plays a significant role in enhancing the combustion efficiency in combustor,but weakening the chemical non-equilibrium effects funciton in SERN.Additionally,while the equivalent mixture ratio increases,the SERN thrust coefficient and lift coefficient rise gradually,and the increment of non-equilibrium flow in relation to frozen flow becomes higher as well.To be specific,the equivalent mixture ratio is 0.6,the maximum increment of thrust coefficient and lift coefficient are 11.6% and 25% respectively.      

催化点火气氢气氧推力器试验研究

为探索催化点火气氢气氧推力器的点火规律和相关性能,设计并搭建了1N催化点火气氢气氧推力器试验系统,进行了冷热试试验。试验成功实现了不同工况下的多次催化点火。结果表明:供给氧氢混合比控制在100时,推力器预燃室产生的点火温度为700℃,能够满足燃烧室点火要求;催化剂面积体积比对催化氢氧点火具有决定性影响,采用面积体积比大的催化载体可以实现常温(8℃)下的催化点火;另外,试验中氢氧燃烧产生的高温和试验结束后推力器内残留的液态水也对催化组件提出了一定的耐温性和防水性要求。