航空发动机的支持向量机自适应PID控制

首先介绍了支持向量机(SVM)的原理, 建立了支持向量机回归(SVMR)模型.将SVMR与基于支持向量机的控制器相结合, 组成自适应PID支持向量机控制(SVMC)系统.最后用于某型航空发动机, 通过在选定的设计点处进行控制系统的设计, 利用支持向量机强大非线性映射能力、网络结构的自动最优化特性, 使控制系统在发动机偏离设计点工作时控制系统仍保持很好的性能.为通用非线性控制提供了一种新的控制思路.      

Adaptive Control of a Current-Fed Induction Motor

An adaptive nonlinear control system is presented for a currentsource inverter-fed induction motor. The approach to the control problem is fundamentally different to previous work in that it uses the steady-state model to formulate a nonlinear control which directly controls the shaft speed. The controller is adaptive, so neither load nor machine parameters need to be specified, although in practice the latter would always be known since they are required for the current-source inverter design.     

Torque, Speed, and Position Control of Induction Machines Using the DQ Model

New nonlinear controllers for torque, speed, and shaft position of inverter fed induction machines are developed. The controllers are novel because they are based on the full DQ model of the machine and hence account for the nonlinear characteristics of induction machines. In addition, a multivariable control algorithm based on the DQ model is considered. Simulation results for the single input controllers are presented.     

Static aeroelastic analysis of very flexible wings based on non-planar vortex lattice method

A rapid and efficient method for static aeroelastic analysis of a flexible slender wing when considering the structural geometric nonlinearity has been developed in this paper. A non-planar vortex lattice method herein is used to compute the non-planar aerodynamics of flexible wings with large deformation. The finite element method is introduced for structural nonlinear statics analysis. The surface spline method is used for structure/aerodynamics coupling. The static aeroelastic characteristics of the wind tunnel model of a flexible wing are studied by the nonlinear method presented, and the nonlinear method is also evaluated by comparing the results with those obtained from two other methods and the wind tunnel test. The results indicate that the traditional linear method of static aeroelastic analysis is not applicable for cases with large deformation because it produces results that are not realistic. However, the nonlinear methodology, which involves combining the structure finite element method with the non-planar vortex lattice method, could be used to solve the aeroelastic deformation with considerable accuracy, which is in fair agreement with the test results. Moreover, the nonlinear finite element method could consider complex structures. The non-planar vortex lattice method has advantages in both the computational accuracy and efficiency. Consequently, the nonlinear method presented is suitable for the rapid and efficient analysis requirements of engineering practice. It could be used in the preliminary stage and also in the detailed stage of aircraft design.     

基于CFD/CSD的非线性气动弹性分析方法

提出了一种基于计算流体力学/计算结构动力学(CFD/CSD)的非线性气动弹性分析方法,并应用于切尖三角翼的非线性颤振和极限环振荡(LCO)研究。该方法将非线性有限元(FEM)和CFD计算相结合,并辅以高精度的界面插值,能够分析结构和气动非线性共存的气动弹性问题。结构部分以四边形平板壳元为基础,采用更新的拉格朗日(UL)方法分析结构大变形引起的几何非线性问题。气动部分以Navier-Stokes(N-S)方程作为控制方程,采用CFD方法计算跨声速气动力。机翼的非线性颤振计算表明了方法的有效性。最后应用该方法研究了切尖三角翼的LCO现象,其计算精度明显优于已有结果。     

基于分层思路的动态非线性气动力建模方法

很多非线性气动力模型难以精确预测系统的小扰动线性特征。针对这一局限,提出了一种非线性分层模型,用于辨识跨声速非线性非定常气动力。分层建模需要同时提供微幅振荡和大幅振荡两套训练样本,首先通过线性模型(如带外输入的自回归(ARX)模型)对微幅振荡样本进行建模,而后采用非线性模型(如径向基函数神经网络(RBFNN))对大幅振荡的样本与线性模型的差量进行建模,进而把线性模型和非线性模型的输出相叠加,得到分层非线性动力学模型。算例表明建立的分层气动力模型与单一自回归径向基函数(AR-RBF)神经网络模型相比不仅具有更高的数值精度,可以精确预测大幅运动中的非线性特征,而且在小扰动状态下自动退化为线性模型,能够精确刻画结构微幅振荡下的线性动力学特性。     

非线性热传导逆问题的表面热流辨识方法

当材料的热物性参数随温度变化时,其内部的热传导方程是一非线性偏微分方程,对应的热传导逆问题称为非线性热传导逆问题。本文建立了非线性热传导逆问题的两种表面热流辨识方法:顺序函数法和共轭梯度法,介绍了这两种辨识方法的基本思想和具体算法推导,并针对典型算例进行了仿真辨识,结果表明:两种辨识方法虽然在算法构造、计算效率方面存在一定的差异,但都能给出较好的辨识结果,并且算法受测量噪声的影响较小,具有较好的鲁棒性。     

一种快速稳定的非双曲线型非线性时间序列去噪算法

非双曲线型非线性系统同宿切面点和同宿横截点的存在,使得其时间序列的去噪或轨迹重影变得十分困难。在充分挖掘非线性系统本身特性的基础上,结合Gradient Descent算法的稳定性和Newton-Raphson算法的快速收敛性,提出了一种快速稳定的非双曲线型非线性时间序列去噪新算法,在机器精度内实现了非双曲线型非线性时间序列的去噪。该方法首先计算受扰序列的局部稳定流形和不稳定流形方向,进而确定同宿切面点存在的位置,很大程度上降低了同宿切面对算法性能的影响。不同于现有文献忽视同宿横截点对算法性能影响的做法,研究得出了同宿横截点间的最小距离和干扰噪声均方差二者间的关系,首次定量地估计了同宿横截点可能对算法造成的影响,这无疑对其他算法也将是一个有益的启示。     

半柔壁喷管机构动力学仿真技术研究

基于刚柔耦合动力学仿真软件ADAMS,设计了半柔壁喷管的机构动力学仿真流程。在此基础上,针对柔性壁板的大挠度变形以及螺钉联接接触等非线性问题,综合分段线性化、等效刚度等处理方法,建立了半柔壁喷管机构动力学仿真模型。经与NASTRAN软件非线性有限元计算以及柔壁力学试验等结果比较,表明该半柔壁喷管机构动力学仿真模型具有较高的合理性和正确性。最后,检查了柔壁型面与气动型面之间的吻合度,并且分析了推杆驱动位移对试验段静压的影响关系。     

Generalized model of brushless DC generator

A generalized model is described for a brushless DC machine consisting of a multiphase synchronous machine with a full-wave bridge rectifier connected to its output terminals. The state-variable equations for the machine are suitable for numerical integration on a digital computer, and are assembled in a form which permits investigations to be made on the effects of different numbers of armature phase windings and different winding connections. The model has been used in both steady-state and transient studies on a number of generating units, with the detailed information which is provided being beneficial to design engineers. Comparisons presented between predicted and measured results illustrate the validity of the model and the mathematical techniques adopted, and confirm that accurate information on the performance of a brushless generator may be obtained prior to manufacture     

Asynchronous Performance of Slitted Rotor Reluctance Machines: Saturation Effects

Analytical investigation based on limiting nonlinear theory presented here for the asychronous performance of a slitted solid iron rotor reluctance machine include the effect of rotor iron saturation. Characteristic curves depicting nondimensional expressions developed for the rotor impedance factor and the power factor enable a visualization of the effects of 1) ratio of depth of saliency to depth of penetration, 2) slit number and depth, and 3) effective resistivities and saturation flux densities of different regions of the rotor on rotor parameter variations. Further predicted values are compared with experimental values and conclusions are drawn.     

金属丝网-油液介质耦合减振器动态特性试验与建模研究

 基于电子信息设备振冲防护中抗大冲击并兼顾衰减振动要求,通过巧妙地结合金属丝网阻尼元件和油阻尼介质及橡胶元件和金属弹性元件设计了结构微小的原理试验样机;该样机适合航空应用;样机的多参数匹配试验研究表明该耦合减振器具有强非线性动态特征,在此基础上结合理论分析形成复合建模方法建立了原理样机非线性动态特性模型,该建模方法直接引入结构参数,为直接设计具体的器件建立了理论基础;研究表明该耦合减振器性能优越并具有良好的设计可控性,建模方法可以应用于其它减振器件研究和设计。     

一类非线性系统的变结构控制问题

本文研究了简约型非线性控制系统的变结构控制问题,针对变结构控制切换函数的确定问题进行了深入研究,给出了一类非线性系统切换函数的确定方法。研究结果表明,该方法适用于一类难于或不能可控正则化和线性化的非线性控制系统的综合。最后通过仿真证实了该方法的有效性。     

Acceleration sensors based modal identification and active vibration control of flexible smart cantilever plate

Some flexible appendages of spacecrafts, such as solar panels, are cantilever plate structures. Thus, vibration problem is unavoidable when there is slewing maneuver or external disturbance excitation. Vibration of such cantilever plate structures includes coupled bending and torsional motion. Furthermore, the low amplitude vibration near the equilibrium point is very difficult to be quickly suppressed due to nonlinear factors of the hardware in the system, which is harmful to stability and attitude control accuracy. To solve these problems, acceleration sensor-based modal identification and active vibration control methods are presented for the first two bending and the first two torsional modes vibration of the cantilever plate. Optimal placements of three acceleration sensors and PZT patches actuators are performed to decouple the bending and torsional vibration of such cantilever plate for sensing and actuating, and identifications are achieved by experiments. A nonlinear control method is presented to suppress both high and low amplitude vibrations of flexible smart cantilever plate significantly. Experimental comparison researches are conducted by using acceleration proportional feedback and the presented nonlinear control algorithms. The experimental results demonstrate that the presented acceleration sensor-based methods can suppress the vibration of cantilever plate effectively.     

直升机地面共振的非线性稳定性分析

 提出了计及起落架缓冲器和桨叶减摆器非线性阻尼时的直升机极限环的简化分析方法,讨论了由桨叶摆振运动的几何非线性和阻尼非线性引起的“混沌”（chaos）现象,以及初始扰动对不稳定响应的影响。试验结果与理论分析相一致。     

Simulation of Permanent Magnet Generator/Rectifier Combination

Permanent magnet generators are often used as the pilot exciters of three-stage generating units to provide an efficient and reliable source of electrical power. No external power supply is then necessary, and the problems associated with brushwear and with arcing at the rubbing contacts are eliminated. A technique is presented here by which the performance of a permanent magnet generator, when combined with a rectifier-fed d.c. load at its output terminals, may be accurately and efficiently computed. The machine model takes into account the magnetization characteristic of the permanent magnet rotor and involves only parameters which can be determined from terminal measurements on the machine at standstill. Both computed and measured characteristics for an experimental machine are presented, and a comparison of these characteristics shows that the model can predict accurately all the major characteristics of the machine, as well as its detailed internal performance, when supplying a typical resistiveinductive load.     

层合圆板三维非线性问题的解析方法

 提出了一种复合材料层合圆板三维非线性问题的解析方法。分析了中等大挠度的几何非线性问题,采用摄动方法和变分原理来满足三维弹性理论基本微分方程及边界条件,得到了受横向载荷作用的正交各向异性单层固支圆板和层合固支圆板的高精确度三维非线性解析解,并图示出了板中的位移和应力分布。结果表明,该解析方法对于求解层合板的三维非线性问题是有效的。     

转子碰摩的振动特征分析

 <正>在高度旋转机械中，常常发生碰摩帮障，因此引起了人们的关注.     

Design, implementation and evaluation of parallel pipelined STAP onparallel computers

Performance results are presented for the design and implementation of parallel pipelined space-time adaptive processing (STAP) algorithms on parallel computers. In particular, the issues involved in parallelization, our approach to parallelization, and performance results on an Intel Paragon are described. The process of developing software for such an application on parallel computers when latency and throughput are both considered together is discussed and tradeoffs considered with respect to inter and intratask communication and data redistribution are presented. The results show that not only scalable performance was achieved for individual component tasks of STAP but linear speedups were obtained for the integrated task performance, both for latency as well as throughput. Results are presented for up to 236 compute nodes (limited by the machine size available to us). Another interesting observation made from the implementation results is that performance improvement due to the assignment of additional processors to one task can improve the performance of other tasks without any increase in the number of processors assigned to them. Normally, this cannot be predicted by theoretical analysis     

飞机的全局稳定性分析和非线性控制

现代军用飞机常设计为在大迎角下飞行。此时飞机是一个高度非线性系统，其稳定特性不能用线性方法求解。而实现控制，特别是在非线性不稳定性的情况下，更是十分困难的。本文介绍了一种综合的分析飞机非线性稳定性和控制的方法。即用分岐理论来决定飞机的全局稳定性。用四阶龙格－库塔积分来计算飞机运动的平衡面和分岐点，并构造运动状态的扰动传播矩阵，而此矩阵的特征值可用来预测稳定性的时变性。此外，还利用扰动传播矩阵来求得为满足规定的飞机反应特性（通常由频率和阻尼表示）所需的操纵，即各操纵面反馈回路的放大系数值。对典型飞机的算例计算结果表明，非线性控制是成功的。