一种减少失速保护虚警率的混合滤波方法

针对飞机失速保护设计过程中易出现虚警的情况,提出一种基于FIR和传统滤波器相结合的混合滤波方法。结合飞机本体的运动特征,对参与失速保护逻辑运算的两个重要参数,即侧向加速度和迎角信号进行频率分析,基于信号的特征设计混合滤波器,然后采用Simulink滤波工具箱设计滤波器对信号进行滤波处理。仿真结果表明该方法能够减少虚警率的发生,特别是大背景噪声下的虚警率能够得到较好抑制,验证了滤波器设计正确性,从而提高失速保护功能对适航条款符合性。该滤波器设计方法,不但可以有效解决本文提到的问题,对于其他涉及信号处理的系统设计同样具有借鉴意义。     

TVC/PSM飞机的过失速动态边界及敏捷性分析

以飞机为质点，考虑在最少输入数据情况下，曲于转弯速率图并从能量的角度计算和分析了TVC/PSM飞机的过失速动态边界，选取敏捷性尺度空战周期时间和指向裕度，对比分析了TVC/PSM飞机和传统飞机的敏捷性，得出了一些有益的结论，并提出了一些建议。     

仿生正弦前缘对翼面动态失速的影响

动态失速导致叶片气动载荷急剧变化，造成振动载荷激增，桨叶寿命大幅衰减。针对动态失速问题，从座头鲸胸鳍在动态倾转下取得良好的流动特性获得启示，据此模化出仿生正弦前缘翼面（包含3种波峰和2种波长），旨在实现动态失速控制。借助三维非定常数值模拟方法，采用运动网格技术，基于SC1095旋翼翼型，研究了仿生前缘动态失速流动控制机理及运动参数和来流速度的影响。结果表明：正弦前缘大幅度降低俯仰力矩系数峰值和阻力系数峰值；前缘波峰越大、波长越小，阻力系数峰值与俯仰力矩系数峰值的抑制效果越明显，虽然升力系数峰值减小，但其减小量远小于前两者，例如其中一种仿生翼使俯仰力矩系数峰值减小了47.7%，阻力系数峰值减小了36.4%，升力系数峰值减小14.1%；在最大迎角附近，正弦前缘能够缓和失速特性，使载荷变化更为平缓；在高平均迎角、低俯仰频率、低马赫数下，仿生翼动态失速控制效果更强，相比较而言迎角振幅的影响较小。     

机匣处理作用下高负荷轴流压气机转/静子匹配设计研究

为了探索机匣处理作用下转/静子的轴向匹配方法以进一步提高压气机级的失速裕度,研究了静子的叶型安装角及"弯"、"掠"规律对压气机性能的影响,针对机匣处理与优化静子的组合结构进行了非定常数值模拟,阐述了该结构的扩稳机理以及压气机新的失速机制。研究结果表明,在机匣处理作用下,静子成为压气机失速的触发因素,通过对静子叶型安装角及"弯"、"掠"规律的优化均可进一步提高压气机级的失速裕度,其中改变静子"弯"型对压气机级失速裕度的改善最大。组合应用机匣处理与尖部反弯根部正弯静子后,压气机效率基本不变,失速裕度提升了80.2%,较单独使用机匣处理提升30.9%。在该组合结构作用下,压气机的失速由静子触发,静子叶根吸力面在激波作用下发生附面层分离,且与轮毂表面附面层相互作用形成角区涡,接近失速边界时,静子叶根形成"前缘溢流,尾缘反流"现象,造成静子通道的大范围堵塞,诱发压气机失速。压气机级的扩稳应充分考虑机匣处理的影响,对静子进行优化设计。     

Numerical investigation of flow mechanisms of tandem impeller inside a centrifugal compressor

This study numerically investigated a single stage centrifugal compressor ‘‘Radiver’’ with a wedge diffuser and several tandem-designed impellers to explore the flow phenomena within the tandem impeller and the potential to enhance compressor performance. The results demonstrate that tandem design and clocking fraction (λ_s) significantly affects the compressor performance. The compressor stage with tandem impellers of Series A of boundary layer growth interruption alone are observed to have a widely operating range but efficiency and total pressure ratio penalty compared with that of conventional impeller. The tandem impeller with at least the same impeller efficiency as the conventional design is considered as a critical design criteria so that further modification process based on the flow characteristic of tandem impeller is necessary. In order to restrain the inducer wake and exducer shock losses, parameters modification of blade angle and thickness distributions are necessary and the modified tandem impeller of Series B is obtained. The modified tandem impeller with 25% clocking arrangement shows an 8.45% stall margin increase and maintains the total pressure ratio and efficiency as the conventional design, which proves the potential of tandem impeller to improve compressor stage performance. It is noteworthy that the tandem impellers of Radiver have not shown obviously balanced exit flow field and the fundamental mechanism of stall margin extending of tandem impeller lies on the improved impeller/diffuser matching performance resulting from the incidence angle variation at diffuser inlet.     

Stall flutter prediction based on multi-layer GRU neural network

The modeling of dynamic stall aerodynamics is essential to stall flutter, due to the flow separation in a large-amplitude pitching oscillation process. A newly neural network based Reduced Order Model (ROM) framework for predicting the aerodynamic forces of an airfoil undergoing large-amplitude pitching oscillation at various velocities is presented in this work. First, the dynamic stall aerodynamics is calculated by solving RANS equations and the transitional SST-γ model. Afterwards, the stall flutter bifurcation behavior is calculated by the above CFD solver coupled with structural dynamic equation. The critical flutter speed and limit-cycle oscillation amplitudes are consistent with those obtained by experiments. A newly multi-layer Gated Recurrent Unit (GRU) neural network based ROM is constructed to accelerate the calculation of aerodynamic forces. The training and validation process are carried out upon the unsteady aerodynamic data obtained by the proposed CFD method. The well-trained ROM is then coupled with the structure equation at a specific velocity, the Limit-Cycle Oscillation (LCO) of stall flutter under this flow condition is predicted precisely and more quickly. In order to predict both the critical flutter velocity and LCO amplitudes after bifurcation at different velocities, a new ROM with GRU neural network considering the variation of flow velocities is developed. The stall flutter results predicted by ROM agree well with the CFD ones at different velocities. Finally, a brief sensitivity analysis of two structural parameters of ROM is carried out. It infers the potential of the presented modeling method to depict the nonlinearity of dynamic stall and stall flutter phenomenon.     

三角翼过失速非定常洞壁干扰修正

分别以固壁条件和洞壁附近实测的压力分布,模拟各类实壁和透气壁试验段的洞壁边界条件,利用N-S方程数值求解模型在风洞中的绕流场,得出洞壁干扰对跨音速模型绕流的影响和气动力修正结果。初步研究结果表明,该方法能较有效地模拟模型在跨音速风洞中的绕流场,GBM04A模型在0.6m风洞中的试验结果经洞壁干扰修正后与无干扰参考结果吻合较好     

轴流压气机三维气动稳定性及主动控制模型

给出了考虑压气机径向扰动对失速影响的轴流压气机三维气动稳定性模型。计算结果表明压气机的失速特性与压气机基元叶栅特性密切相关。在轴流压气机三维气动稳定性模型的基础上,给出了考虑轴流压气机三维效应的主动控制模型及其传递函数。      

轴流风扇旋转失速时的流场测量与分析

针对渐近型旋转失速在一轴流风扇上进行了一些测量工作,包括失速时的激光平均流场测量和热丝动态测量两大类。激光平均流场研究表明失速团主要活动在风扇转子前缘,而转子叶片通道中的流场则主要表现为叶尖间隙流的横向堵塞流动。      

运动干涉检测的模糊逻辑控制

在采用最大相对速度－距离法的基础上,引入模糊逻辑控制时间裕度,使任意两次检测间的时间间隔适当增大。该方法不仅减少了检测次数,更主要的是利用模糊逻辑的鲁棒性,减少了误差对检测结果的影响,从而使它无论在效率还是在可靠性方面都有了提高。以运动平面多边形为例,通过不采用、采用、部分采用模糊逻辑控制３种方法加以比较,表明了该方法的可靠性和有效性。