基于IPSO-Elman神经网络的飞机客舱能耗预测

为了提高飞机客舱使用地面空调制冷时客舱能耗的预测精度,提出了一种改进的粒子群优化（IPSO）Elman神经网络的飞机客舱能耗预测模型。依据对算法中惯性权重与学习因子的收敛域分析,得出了二者合理的取值范围,将粒子到全局最优位置间距离与参数的取值范围相结合,构造了惯性权重与学习因子的动态调节函数,对其进行非线性的动态调节,并引入了变异因子,提出了一种跳出局部最优的策略,防止粒子群优化（PSO）陷入局部最优。将IPSO-Elman应用于Boeing738飞机客舱能耗预测中,与PSO-Elman、Elman算法进行性能比较,仿真结果表明基于IPSO-Elman的客舱能耗预测模型在预测精度和收敛速度方面均有一定的提升。该研究结果为飞机客舱能耗预测模型的建立提供了理论依据,对飞机地面空调的节能与机场电能合理调配提供了支持。     

燃烧室头部激励的等离子体强化燃烧特性实验研究

等离子体助燃是一种新型的强化燃烧技术,近年来受到国内外学者的广泛关注。本文开创性地研制了基于旋转滑动弧等离子体的强化燃烧头部,建立了某型航空发动机三头部燃烧室实验件的等离子体助燃实验平台,验证了该等离子体强化燃烧技术应用于型号发动机燃烧室的可行性。实验研究等离子体助燃在不同余气系数和不同输入电压条件下对平均出口温度、燃烧效率、温度分布系数以及熄火边界的影响。实验结果表明,与正常燃烧相比,施加等离子体助燃后的燃烧效率有明显的提高,在输入电压为U0=240V,余气系数为 α=0.8时,等离子体助燃的燃烧效率提高3.24%。实施等离子体助燃后,燃烧室出口温度分布场分布得到明显的改善,在富油工况α=0.8,出口温度分布系数减少39.8%。等离子体助燃输入电压越高熄火边界扩展程度越明显,相比于正常工况条件下,等离子体助燃U0=240V的熄火边界扩宽了7.34%。     

基于约束优化的舰艇区域防空作战能力需求生成

作战能力需求生成是在满足多约束条件下完成的,寻求约束集是能力需求生成的重点;以舰空导弹区域防空为背景,通过对作战需求约束、能力需求约束、技术发展约束以及其他因素约束进行综合分析,提取制约能力指标生成的约束集,建立舰艇防空作战效能目标函数,采用基于罚函数法的快速粒子群算法进行能力指标的约束优化求解;以最大预警距离为变量,对其他作战能力指标优化前后的曲线图进行仿真验证,定量生成舰艇区域防空作战所需的能力指标值,验证了模型算法的可行性,为舰艇区域防空作战能力需求生成提供了定量化依据。      

纳米CeO2/Galfan复合材料的制备工艺

在不同介质中分别用球磨和超声振动对纳米C eO2颗粒进行了预处理;用搅熔铸造工艺制备了质量分数约为1%的纳米C eO2/G a lfan复合材料,用XRD(X-ray d iffration)分析了其中的物相,用场发射扫描电镜(F ie ldem iss ion scann ing e lectron m icroscopy,FE-SEM)观察了纳米C eO2颗粒在基体中的分散情况,并测试了其显微硬度;用中性盐雾腐蚀试验来评价复合材料的耐蚀性,并用XRD检测了腐蚀产物。结果表明,经超声预处理的颗粒与熔体具有较好的润湿性,能单粒分散其中,且制备的复合材料的显微硬度值提高了近一倍。     

金属板料的激光冲击变形分析及其实验研究

介绍了激光冲击变形机理和冲击波产生原因,并建立了激光冲击下的板料变形模型,且推导了板料变形量计算公式。根据爆轰波和爆炸气体动力学理论,建立了激光冲击成形中激光-能量转换体-靶材系统爆轰波压力的估算式,并根据冲击波压力估算式估算所需激光脉冲能量,从而探讨了板料变形与激光能量、冲击波压力之间的关系,并进行实验研究。实验结果表明,板料厚度对变形量的影响与变形理论模型的分析基本相同,其变形量随厚度的增加而呈指数曲线减小,其轮廓形状也由小圆锥形逐渐向小球冠状变化。     

板料应力成形极限判据的有限元分析程序

为了解决在板料成形有限元数值模拟中以依赖于加载路径的应变成形极限为判据所存在的问题,以板料塑性变形时所遵循的应力应变转换关系、H ill二次厚向异性准则为计算模型,基于有限元商用分析软件DYNAFORM,开发了用于板料塑性成形工艺的以应力成形极限为判据的有限元分析程序。利用该程序分析了两种拉深件的有限元数值模拟结果,实现了用应力成形极限图作为判据对板料成形极限的预测分析。所开发的以应力成形极限作为判据的有限元分析程序为分析多道次板成形的成形极限提供了新的手段。     

Are small-scale field-aligned currents and magnetosheath-like particle precipitation signatures of the same low-altitude cusp?

We examined some 75 observations from the low-altitude Earth orbiting DMSP, Ørsted and CHAMP satellites which were taken in the region of the nominal cusp. Our objective was to determine whether the actually observed cusp locations as inferred from magnetosheath-like particle precipitation (“particle cusp”) and intense small-scale magnetic field variations (“current cusp”), respectively, were identical and were consistent with the statistically expected latitude of the cusp derived from a huge number of charged particle spectrograms (“statistical cusp”).     

矩形截面管道气流中横向运动颗粒的碰壁条件

分析了矩形截面管道气流中横向运动颗粒的运动轨迹及碰壁条件,研究表明颗粒飞出的临界速度随着颗粒直径的增大而减小,当颗粒直径较小时受来流密度、马赫数影响较大,总趋势是来流密度、马赫数越大,颗粒越不容易与上壁面碰撞。但随着颗粒直径的增大,来流条件对颗粒是否碰壁的影响逐渐减弱,决定因素是颗粒直径的大小和颗粒的喷射速度。     

Fault self-repair strategy based on evolvable hardware and reparation balance technology

In the face of harsh natural environment applications such as earth-orbiting and deep space satellites, underwater sea vehicles, strong electromagnetic interference and temperature stress,the circuits faults appear easily. Circuit faults will inevitably lead to serious losses of availability or impeded mission success without self-repair over the mission duration. Traditional fault-repair methods based on redundant fault-tolerant technique are straightforward to implement, yet their area, power and weight cost can be excessive. Moreover they utilize all plug-in or component level circuits to realize redundant backup, such that their applicability is limited. Hence, a novel selfrepair technology based on evolvable hardware（EHW） and reparation balance technology（RBT） is proposed. Its cost is low, and fault self-repair of various circuits and devices can be realized through dynamic configuration. Making full use of the fault signals, correcting circuit can be found through EHW technique to realize the balance and compensation of the fault output-signals. In this paper, the self-repair model was analyzed which based on EHW and RBT technique, the specific self-repair strategy was studied, the corresponding self-repair circuit fault system was designed, and the typical faults were simulated and analyzed which combined with the actual electronic devices. Simulation results demonstrated that the proposed fault self-repair strategy was feasible. Compared to traditional techniques, fault self-repair based on EHW consumes fewer hardware resources, and the scope of fault self-repair was expanded significantly.