Global aerodynamic design optimization based on data dimensionality reduction

In aerodynamic optimization, global optimization methods such as genetic algorithms are preferred in many cases because of their advantage on reaching global optimum. However, for complex problems in which large number of design variables are needed, the computational cost becomes prohibitive, and thus original global optimization strategies are required. To address this need, data dimensionality reduction method is combined with global optimization methods, thus forming a new global optimization system, aiming to improve the efficiency of conventional global optimization. The new optimization system involves applying Proper Orthogonal Decomposition (POD) in dimensionality reduction of design space while maintaining the generality of original design space. Besides, an acceleration approach for samples calculation in surrogate modeling is applied to reduce the computational time while providing sufficient accuracy. The optimizations of a transonic airfoil RAE2822 and the transonic wing ONERA M6 are performed to demonstrate the effectiveness of the proposed new optimization system. In both cases, we manage to reduce the number of design variables from 20 to 10 and from 42 to 20 respectively. The new design optimization system converges faster and it takes 1/3 of the total time of traditional optimization to converge to a better design, thus significantly reducing the overall optimization time and improving the efficiency of conventional global design optimization method.     

一种语音信号欠定盲分离的新方法

文章提出了一种语音信号欠定盲分离的新方法,引入了一种伪提取矢量的概念,并通过在信号采样点处选取对应的伪提取矢量,以恢复取值占优的源信号采样点的值,来实现欠定盲源分离。通过将该方法与传统的基于线性规划的欠定盲源分离方法分别仿真表明:文章所提出方法由于在信号的各采样点处无需优化,因此大大提高了信号分离的速度,语音信号的分离速度比基于线性规划的方法快数倍。     

Experimental investigation and correlation development of jet impingement heat transfer with two rows of aligned jet holes on an internal surface of a wing leading edge

Extensive experimental studies on the heat transfer characteristics of two rows of aligned jet holes impinging on a concave surface in a wing leading edge were conducted, where50000 Rej 90000, 1.74 H/d 27.5, 66° a 90°, and 13.2 r/d 42.03. The finding was that the heat transfer performance at the jet-impingement stagnation point with two rows of aligned jet holes was the same as that with a single row of jet holes or the middle row of three-row configurations when the circumferential angle of the two jet holes was larger than 30°. The attenuation coefficient distribution of the jet impingement heat transfer in the chordwise direction was so complicated that two zones were divided for a better analysis. It indicated that: the attenuation coefficient curve in the jet impingement zone exhibited an approximate upside-down bell shape with double peaks and a single valley; the attenuation coefficient curve in the non-jet impingement zone was like a half-bell shape, which was similar to that with three rows of aligned jet holes; the factors,including Rej, H/d and r/d, affected the attenuation coefficient value at the valley significantly.When r/d was increased from 30.75 to 42.03, the attenuation rates of attenuation coefficient increased only by 1.8%. Consequently, experimental data-based correlation equations of the Nusselt number for the heat transfer at the jet-impingement stagnation point and the distributionof the attenuation coefficient in the chordwise direction were acquired, which play an important role in designing the wing leading edge anti-icing system with two rows of aligned jet holes.     

基于莫尔条纹测量法设计的船体变形测量系统

介绍了一种基于莫尔条纹测量法设计的船体变形测量系统,分析了测量精度,并通过模拟实验证明了其可行性。     

多功能信号发生器的设计与制作

仪器由AT89C55单片机进行控制,通过键盘、LCD显示模块进行人机对话,完成波形选择、频段选择,频率、幅度输出控制。由MAX038产生正弦波、方波、三角波,其波形选择由单片机进行控制;频段选择由五档组成,可通过旋扭开关完成;频率由单片机输出数据经D/A转换后控制MAX038;幅度由单片机输出数据经D/A转换后改变放大器负反馈深度来实现输出信号幅度的变化。     

基于高效数值方法的一种高超声速飞行器外形气动力/热综合优化设计研究

基于所发展的高效气动力/热快速预测方法,建立了适用于高超声速飞行器的综合考虑气动力与气动热特性的外形优化设计技术,并在一种高超声速飞行器外形设计中应用,通过优化设计改变了初始外形纵向静不稳定特性,优化后外形实现了纵向静稳定、大攻角自配平和非驻点表面最大热流下降的设计目标。所发展的方法为适应气动外形快速选型设计需求提供了有效的途径。     

感应电能传输系统损耗分析

感应电能传输(CIPT)技术,是一种新型的电能传输方式,能实现无电气连接的电能传送.松耦合变压器的引入,使得耦合系数较常规变压器低,对系统损耗准确建模成为CIPT技术的关键问题.本文通过对CIPT各个元器件的功率损耗分析,研究各个功率模块损耗之间的耦合关系.以损耗关于原边线圈电流的泰勒展开式为基础,建立CIPT系统功率损耗模型及效率模型.为验证理论分析的正确性,设计制作了一个CIPT样机,通过对不同工况进行比较实验,证明了所建磁路模型、效率模型的正确性.提出的损耗分析方法能够用来指导CIPT系统的分析与设计.     

工艺参数对CVD制备热解碳界面层厚度的影响

以甲烷(CH4)为碳源先驱体,以三维针刺碳纤维预制体为沉积基体,研究了化学气相沉积(chemical vapor deposition,CVD)工艺过程中沉积时间、沉积压力以及预制体厚度对热解碳界面层沉积厚度的影响,并在此基础上优化了在碳纤维表面制备合适厚度的热解碳界面层所需的CVD工艺参数。结果表明,针对现有反应腔体,5 mm厚碳纤维预制体试样,采用1 000℃的沉积温度,CH4流速500 ml/min,沉积时间10 h,沉积压力5 kPa,可在预制体内外碳纤维表面沉积得到厚度合适的热解碳界面层;当碳纤维预制体厚度增至10 mm,则沉积时间应延长至15 h,压力维持不变,可沉积得到合适厚度的界面层。     

时滞系统内模控制器参数整定方法研究

针对内模原理对时滞系统控制的局限性,利用一阶泰勒级数逼近模型的时 滞部分, 推导了工业上常见的一阶时滞和二阶时滞模型的内模控制参数表达式, 结合 ITAE 指标和系统鲁棒性设计了新的目标函数, 通过对目标函数的寻优实现了内模控制 器参数的整定。仿真结果表明,该方法具有较好的动态跟踪性能、较强的抗干扰性和鲁 棒性,具有一定的工程应用价值。     

高超声速飞行器飞行控制技术研究综述

与传统的航空航天器相比,高超声速飞行器具有建模困难、不确定性大、参数剧烈时变、耦合严重以及异类执行机构等控制难点。针对上述五个方面的研究现状进行综述,首先概括了高超声速飞行器建模研究成果,给出了面向控制系统设计的仿射非线性模型;其次针对不确定性、参数时变和耦合等问题,总结相关控制方法的研究成果;最后,对异类执行机构复合控制问题进行了阐述和总结。