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1.
基于径向基函数神经网络的自由曲面重构   总被引:5,自引:0,他引:5  
根据径向基函数神经网络(RBFNN)具有很强的非线性逼近能力的优点,本文采用RBF网络模型进行自由曲面重构,建立了适应于曲面重构的径向基函数网络模型,讨论了基函数对重构曲面连续性的影响,并与多自由曲面重构,建立了适应于曲面重构的径向基函数风络模型,讨论了基函数对重构曲面连续性的影响,并与多层感知器神经网络的性能进行对比。理论分析和仿真实验结果表明:常用的几种径向基函数重构的曲面都具有很好的连续性,径向基函数网络用于曲面重构,不论是在拟合精度,还是网络的训练速度都明显优于多层感知器网络,具有一定的实用价值。  相似文献   
2.
单一基准径向圆跳动误差的新测量法   总被引:3,自引:0,他引:3  
用传统的测量方法不能得到单一基准径向圆跳动误差的准确值。根据单一基准径向圆跳动误差的定义建立了该项误差的正交最小二乘评定数学模型。在万能工具显微镜上得到了采样数据并给出了微机数据处理结果。  相似文献   
3.
对湍流目标进行检测,是多卜勒效应在现代机载气象雷达中的应用。鉴于目前在新型机载气象雷达中普遍装备了湍流信号处理电路,本文就有关的湍流目标及其检测原理和方法作简要介绍。  相似文献   
4.
涡轮高压导叶流场结构及损失分析   总被引:1,自引:0,他引:1       下载免费PDF全文
采用具有TVD性质有三阶精度Godumov格式,数值模拟了某型涡轮高压导叶流场,并对流场损失及涡系结构进行分析,结果表明由于强烈的径向流,使低能流体大量地迁移到下端壁,使得下端部的损失显著增大,从而引起了总损失的增加。因此在高压导叶设计中,当采用低展弦比叶片时,应注意削弱叶片出口附近流场的严重径向窜流。  相似文献   
5.
《中国航空学报》2020,33(3):893-901
In this paper, the effect of different amount of protrusion on various parameters in rotor–stator system was experimentally studied by measuring CO2 concentration and pressure, in order to obtain the optimal protrusion amount. The parameters of different dimensionless sealing flow were measured under the condition that the annulus Reynolds number was 4.39 × 105 and the rotating Reynolds number was 1.05 × 106. The results show that the change of the amount of protrusions has little effect on the static pressure in the cavity, and the static pressure change near the sealing ring is almost negligible. But the total pressure and sealing efficiency increase first and then decrease with the increase of the amount of protrusion. The variation of power consumption is the same. A complex vortex structure will appear at the high radius region when the protrusion is installed. On the other hand, the protrusion can effectively reduce the minimum sealing flow of the rotor–stator cavity. Furthermore, considering the sealing efficiency and power consumption, the best range of the protrusion amount is about 36. The ratio near this range can optimally balance the alleviation of the gas ingestion and the reduction of the power consumption.  相似文献   
6.
《中国航空学报》2020,33(6):1625-1641
The Tilt Quad Rotor (TQR) has complex dynamics characteristics, especially in conversion mode. It is difficult to build the dynamic model of the TQR and the environmental factors have a great influence on it. To solve the problem of control in conversion mode of TQR, this paper carries out the design of the controller based on improved Active Disturbance Rejection Control (ADRC). According to the characteristics of flight in conversion mode, Tracking Differentiator (TD) with explicit model is used to solve the problem of multiple integrals when the system is high-order system. Extended State Observer (ESO) with Radial Basis Function (RBF) neural network is used to estimate and compensate for internal and external uncertainties, and the adaptive sliding mode control in Nonlinear State Error Feedback (NLSEF) is used to improve the response speed of the controller and reduce the parameters which should be tuned. Through the flight control simulation of the TQR, the validity and rationality of the control system are verified.  相似文献   
7.
In this paper, using the Gauss-Rotation model (GR model), we analyse the UV C IV resonance lines in the spectra of 20 Oe-stars of different spectral subtypes, in order to detect the structure of C IV region. We study the presence and behavior of absorption clouds and analyse their characteristics. From this analysis we can calculate the values of a group of physical parameters, such as the apparent rotational and radial velocities, the random velocities of the thermal motions of the ions, the Full Width at Half Maximum (FWHM), the optical depth, as well as the absorbed energy and the column density of the independent regions of matter, which produce the main and the satellite clouds of the studied spectral lines. Finally, we present the relations between these physical parameters and the spectral subtypes of the studied stars and we give our results about the structure of the C IV region in their atmosphere.  相似文献   
8.
用Pro/E建立压气机叶轮轴-毂三维模型,利用ANSYS软件采用子结构结合网格随移技术的分析方法,建立其有限元模型。采用虚拟正交试验方法对压气机叶轮轴-毂进行仿真,得出过盈量、摩擦系数、转速对最大单位摩擦功和平均摩擦功影响显著性次序及影响规律,得到最优组合。结果表明,模拟及正交试验优化结果准确、可靠,有效地降低了摩擦磨损程度,对实际装配过程具有一定的指导作用。  相似文献   
9.
姜乐  刘振侠  吕亚国 《推进技术》2020,41(6):1387-1395
为研究环下供油润滑系统中的流动过程和收油环收油效率的影响因素及其影响规律,基于VOF(Volume of fluid)两相流模型和滑移网格模型的数值计算方法,建立了环下润滑系统内部流场的计算模型。通过数值计算,获得了收油环的收油效率并验证了数值计算结果的有效性,分析和探讨了不同结构参数对收油效率的影响。计算结果表明:利用本文数值计算方法得到的收油效率和流动现象与已有实验和数值计算结果均一致;供油喷嘴角度和收油环外径均主要影响滑油射流冲击收油叶片的飞溅量和收油叶片切割滑油量,收油效率取决于二者的相对大小,θ=0°,θ=9°和r0=2mm,r0=6mm时收油效率取极大值;收油叶片数量和供油喷嘴与收油叶片间距离分别影响收油叶片切割滑油射流的时间间隔和滑油射流在到达收油叶片前的流动,不影响滑油射流冲击收油叶片的飞溅量和收油叶片切割滑油射流的量,对收油效率的影响较小。  相似文献   
10.
The positions and velocities of the four Satellite Laser Ranging (SLR) stations: Yarragadee (7090), Greenbelt (7105), Graz (7839) and Herstmonceux (7840) from 5-year (2001–2005) SLR data of low orbiting satellites (LEO): Ajisai, Starlette and Stella were determined. The orbits of these satellites were computed from the data provided by 20 SLR stations. All orbital computations were performed by means of NASA Goddard’s GEODYN-II program. The geocentric coordinates were transformed to the topocentric North–South, East–West and Vertical components in reference to ITRF2005. The influence of the number of normal points per orbital arc and the empirical acceleration coefficients on the quality of station coordinates was studied. To get standard deviation of the coordinates determination lower than 1 cm, the number of the normal points per site had to be greater than 50. The computed positions and velocities were compared to those derived from LAGEOS-1/LAGEOS-2 data. Three parameters were used for this comparison: station coordinates stability, differences from ITRF2005 positions and velocities. The stability of coordinates of LEO satellites is significantly worse (17.8 mm) than those of LAGEOS (7.6 mm), the better results are for Ajisai (15.4 mm) than for Starlette/Stella (20.4 mm). The difference in positions between the computed values and ITRF2005 were little bit worse for Starlette/Stella (6.6 mm) than for LAGEOS (4.6 mm), the results for Ajisai were five times worse (29.7 mm) probably due to center of mass correction of this satellite. The station velocities with some exceptions were on the same level (≈1 mm/year) for all satellites. The results presented in this work show that results from Starlette/Stella are better than those from Ajisai for station coordinates determination. We can applied the data from LEO satellites, especially Starlette and Stella for determination of the SLR station coordinates but with two times lower accuracy than when using LAGEOS data.  相似文献   
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