Adaptive Gaussian sum squared-root cubature Kalman filter with split-merge scheme for state estimation

The paper deals with state estimation problem of nonlinear non-Gaussian discrete dynamic systems for improvement of accuracy and consistency. An efficient new algorithm called the adaptive Gaussian-sum square-root cubature Kalman filter（AGSSCKF） with a split-merge scheme is proposed. It is developed based on the squared-root extension of newly introduced cubature Kalman filter（SCKF） and is built within a Gaussian-sum framework. Based on the condition that the probability density functions of process noises and initial state are denoted by a Gaussian sum using optimization method, a bank of SCKF are used as the sub-filters to estimate state of system with the corresponding weights respectively, which is adaptively updated. The new algorithm consists of an adaptive splitting and merging procedure according to a proposed split-decision model based on the nonlinearity degree of measurement. The results of two simulation scenarios（one-dimensional state estimation and bearings-only tracking） show that the proposed filter demonstrates comparable performance to the particle filter with significantly reduced computational cost.     

基于响应面近似技术的平流层飞艇协同设计优化

针对平流层飞艇多学科设计优化问题,引入协同优化算法,分析基于响应面近似模型的协同优化方法CO/RSA的执行步骤和特点,并介绍响应面近似模型的构建方法;建立平流层飞艇各学科模型,并对学科间耦合关系进行分析;运用建立的气动/推进、结构、能源三个耦合子系统的学科分析模型和系统优化模型,以平流层飞艇总质量最小为优化目标,综合考虑浮重、推阻和能源平衡,采用CO/RSA方法对平流层飞艇进行设计优化.结果表明:所建立的平流层飞艇的MDO模型是合理的,CO/RSA算法应用于飞艇总体设计优化是有效的,研究结果可为平流层飞艇方案论证和方案设计提供参考.     

Effect of sodium tartrate concentrations on morphology and characteristics of anodic oxide film on titanium alloy Ti–10V–2Fe–3Al

The effect of sodium tartrate concentrations on morphology and characteristics of ano-dic oxide film on titanium alloy was investigated. The alloy substrates were anodized in different concentration solutions of sodium tartrate with the addition of PTFE emulsion and their morphol-ogy and characteristics were analyzed. The anodic oxide film presented a uniform petaloid drums and micro-cracks morphology. Additionally, micro-cracks dramatically swelled with the increase of the tartrate concentrations. The thickness of the anodic oxide film increased with the concentra-tions until the concentration reached 15 g/L. The results of Raman analysis illustrate that all sam-ples have similarity in the crystal structure, consisting of mainly amorphous TiO2, some anatase TiO2 and a small amount of rutile TiO2. And the ratios of anatase TiO2 and rutile TiO2 increase with the concentrations until it reaches 15 g/L. Furthermore, the intensity of the peaks increases with enhanced concentrations until the concentration reaches 15 g/L. The corrosion resistance of the anodic oxide film is increased by the sodium tartrate with higher concentrations before 15 g/L. The coefficient of friction of the anodic oxide film reduces with the concentrations until the concentration reaches 15 g/L, then the coefficient of friction of the anodic oxide film increases with the concentrations.     

嵌入式多核操作系统确定性研究

为解决嵌入式多核操作系统确定性问题,详细阐述了计算确定性,重点分析了多核结构引入的不确定性问题。通过研究嵌入式多核操作系统的结构,从共享存储的确定性访问、确定性任务调度、确定性通信等方面提出了解决多核结构带来的不确定性问题的方法。     

DOA estimation and mutual coupling calibration with the SAGE algorithm

In this paper, a novel algorithm is presented for direction of arrival（DOA） estimation and array self-calibration in the presence of unknown mutual coupling. In order to highlight the relationship between the array output and mutual coupling coefficients, we present a novel model of the array output with the unknown mutual coupling coefficients. Based on this model, we use the space alternating generalized expectation-maximization（SAGE） algorithm to jointly estimate the DOA parameters and the mutual coupling coefficients. Unlike many existing counterparts, our method requires neither calibration sources nor initial calibration information. At the same time,our proposed method inherits the characteristics of good convergence and high estimation precision of the SAGE algorithm. By numerical experiments we demonstrate that our proposed method outperforms the existing method for DOA estimation and mutual coupling calibration.     

航空发动机离心式喷嘴宏观喷雾特性

为探究航空发动机离心式喷嘴的喷雾宏观特性,通过将该喷嘴在高温高压定容弹中进行喷雾过程的实验,并结合阴影法与纹影法进行光学测量.首先以水作为射流工质,观察不同喷射压力下水进入大气环境中的雾化角变化,发现喷嘴结构对雾化角有着重要影响,最大雾化角与喷嘴出口的导流结构夹角相等.其次以正癸烷作为工质,通过不同环境压力和温度下的多...     

基于自适应代理模型的结构动力可靠度分析方法

结构动力可靠度分析对于衡量结构的安全状态和工作性能具有重要的指导意义。采用一种同时考虑 动态激励载荷和材料力学性能参数随机性的动力可靠度计算高效方法,通过建立不确定性材料力学性能参数 与条件动力可靠度之间的 Kriging代理模型,推导动力可靠度的解析表达式;提出一个新的学习函数来构建自 适应的 Kriging代理过程,通过复合材料飞行器蒙皮骨架结构在随机振动载荷和随机材料力学性能参数共同作 用下的动力可靠度分析对所提方法的准确性与高效性进行验证。结果表明:所提方法不仅能够避免使用代理 模型对动力可靠度求解时由于使用数值积分所引入的误差,同时能够使用尽可能少的计算成本获得准确的动 力可靠度结果。     

基于LabVIEW的超精密磨床嵌入式监控系统

针对超精密磨削机床的监控需求,基于NI–sbRIO硬件平台开发了一套应用于超精密磨床状态监测和数据采集的嵌入式监控系统,使用FPGA对温度、振动、声发射等信息进行实时数据采集,并使用实时处理器对数据进行分析和处理,实现对机床的实时状态监测和数据存储。通过FPGA编程取代硬件数据采集卡,成本低,灵活性强。试验表明,该系统能够胜任超精密磨床的监控任务。     

液压油环境中丁腈橡胶的贮存寿命及老化性能

以丁腈橡胶为研究对象进行了10~#液压油介质中4种温度两种压缩比的加速老化试验,并对自然贮存12 a的丁腈橡胶材料进行恒压永久变形率测试。采用红外光谱、DSC及TGA对自然贮存12 a后及新制备的丁腈橡胶的分子结构、玻璃化转变温度及热性能进行了对比分析。结果表明:通过加速老化试验方法推算得到的丁腈橡胶贮存寿命可靠性较高,材料贮存12 a后未发生明显老化。     

苯基硅中间体对阻尼硅橡胶性能的影响

为了提高硅橡胶高温下的阻尼性能,将高苯基含量的苯基硅中间体添加到硅橡胶中,并使用硫化剂2,4-二氯过氧苯甲酰(DCLBP)与硅橡胶共硫化。通过无转子硫化仪、SEM、DMA、TG对改性硅橡胶性能进行表征。结果表明:随苯基硅中间体用量的增加,硅橡胶的硫化程度降低,硬度和拉伸强度下降,而拉断伸长率、撕裂强度和高温下的损耗因子tanδ明显提高。当添加量为15份时,硅橡胶拉伸强度为7. 75 MPa,最大损耗因子tanδmax从0. 2提高到0. 3。