基于DPCA与LSSVM的飞机发动机异常状态识别

针对飞机发动机异常状态识别精度差、效率低和易误诊漏诊等问题,提出了一种基于动态主元分析 (Dynamic Principal Component Analysis, DPCA)和最小二乘支持向量机(Least Square Support Vector Machine, LSSVM)的飞机发动机润滑系统异常状态识别方法。首先对发动机润滑系统参数进行DPCA处理以及在线检测是否有故障发生,如果有故障发生,再采用LSSVM方法进行异常状态识别。以某型飞机发动机润滑系统为例,对文中所提方法的准确性进行试验验证,由试验结果得出文中方法能有效提高飞机发动机异常状态识别准确率。     

利用油品紫外荧光特性的多光谱成像检测

利用石油及其产品具有的紫外荧光特性, 搭建了一套紫外诱导多光谱成像系统.该系统主要由3个紫外诱导光源、8个滤波片和1个彩色CCD相机组成.采集了6种油品的多光谱图像, 以有效光斑的24个颜色分量均值作为特征, 提出了一种联合熵最大化的独立分量分析特征优化方法.K均值聚类和支持向量机识别结果表明, 较改进前的ICA方法, 该方法的特征优化性能得到了有效提高, 油种识别率达到了92.3%.     

Two novel ferrocenyl dipeptide‐like compounds generated via the Ugi four‐component reaction

The Ugi four‐component reaction, a powerful method for the synthesis of diverse dipeptide‐like derivatives in combinatorial chemistry, was used to synthesize (S)‐1′‐{N‐[1‐(anthracen‐9‐yl)‐2‐(tert‐butylamino)‐2‐oxoethyl]‐N‐(4‐methoxyphenyl)carbamoyl}ferrocene‐1‐carboxylic acid dichloromethane disolvate, [Fe(C₆H₅O₂)(C₃₃H₃₁N₂O₃)]·2CH₂Cl₂, (I), and (S)‐2‐(anthracen‐9‐yl)‐N‐tert‐butyl‐2‐[N‐(4‐methylphenyl)ferrocenylformamido]acetamide, [Fe(C₅H₅)(C₃₃H₃₁N₂O₂)], (II). They adopt broadly similar molecular conformations, with near‐eclipsed cyclopentadienyl rings and near‐perpendicular amide planes in their dipeptide‐like chains, one of which is almost coplanar with its attached cyclopentadienyl ring but perpendicular to the aromatic ring bound to the N atom. In the supramolecular structure of (I), a two‐dimensional network is constructed based on molecular dimers and a combination of intermolecular O—H...O, N—H...O and C—H...O hydrogen bonds, forming R₂²(11), R₂²(16), R₂²(22) and C(9) motifs. These two‐dimensional networks are connected by C—H...O and C—H...Cl contacts to create a three‐dimensional framework, where one dichloromethane solvent molecule acts as a bridge between two neighbouring networks. In the packing of (II), classical hydrogen bonds are absent and an infinite one‐dimensional chain is generated via a combination of C—H...O hydrogen bonds and C—H...π interactions, producing a C(7) motif. This work describes a simple synthesis and the supramolecuar structures of ferrocenyl dipeptide‐like compounds and is significant in the development of redox‐active receptors.     

Deformation and Microdamage of a Discrete-Fibrous Composite with Transversely Isotropic Components

The theory of microdamage for materials with a transversely isotropic matrix and unidirectional ellipsoid-like fibers is set forth. Microdamage is modeled by empty pores. The failure criterion for a microvolume is assumed to have the Huber–Mises form where the ultimate strength is a random function of coordinates with a power or Weibull distribution. The stress–strain state and effective properties of the material are determined from the theory of elasticity for materials with a transversely isotropic matrix and unidirectional fibers. The deformation and microdamage equations are closed by the porosity-balance equations. The nonlinear dependences of the coupled processes of deformation and microdamage on macrodeformations are constructed. The effect of physical and geometrical parameters on the processes is studied     

Large-Scale Turbulent Vortical Structures inside a Sudden Expansion Cylinder Chamber

A large eddy simulation (LES) is performed for turbulent flow around a bluff body inside a sudden expansion cylinder chamber, a configuration which resembles a premixed gas turbine combustor. To promote turbulent mixing and to accommodate flame stability, a flame holder is installed inside the combustion chamber. The Smagorinsky model and the Lagrangian dynamic subgrid-scale model are employed and tested. The calculated Reynolds number is 5,000 based on the bulk velocity and the diameter of inlet pipe. The simulation code is constructed by using a general coordinate system based on the physical contravariant velocity components. The predicted turbulent statistics are evaluated by comparing with the laser-doppler velocimetry (LDV) measurement data. The agreement of LES with the experimental data is shown to be satisfactory. Emphasis is placed on the time-dependent evolutions of turbulent vortical structures behind the flame holder. The numerical flow visualizations depict the behavior of large-scale vortices. The turbulent behavior behind the flame holder is analyzed by visualizing the sectional views of vortical structure. This revised version was published online in July 2006 with corrections to the Cover Date.     

Component Mode Synthesis Using Nonlinear Normal Modes

This paper describes a methodology for developing reduced-order dynamic models of structural systems that are composed of an assembly of nonlinear component structures. The approach is a nonlinear extension of the fixed-interface component mode synthesis (CMS) technique developed for linear structures by Hurty and modified by Craig and Bampton. Specifically, the case of nonlinear substructures is handled by using fixed-interface nonlinear normal modes (NNMs). These normal modes are constructed for the various substructures using an invariant manifold approach, and are then coupled through the traditional linear constraint modes (i.e., the static deformation shapes produced by unit interface displacements). A class of systems is used to demonstrate the concept and show the effectiveness of the proposed procedure. Simulation results show that the reduced-order model (ROM) obtained from the proposed procedure outperforms the ROM obtained from the classical fixed-interface linear CMS approach as applied to a nonlinear structure. The proposed method is readily applicable to large-scale nonlinear structural systems that are based on finite-element models.     

A New Characterization of PSL(p,q)

Abstract

Order components of a finite group are introduced in Chen [Chen, G. Y. (1996c) On Thompson's conjecture. J. Algebra 185:184–193]. It was proved that PSL(3, q), where q is an odd prime power, is uniquely determined by its order components [Iranmanesh, A., Alavi, S. H., Khosravi, B. (2002a). A characterization of PSL(3, q) where q is an odd prime power. J. Pure Appl. Algebra 170(2–3): 243–254]. Also in Iranmanesh et al. [Iranmanesh, A., Alavi, S. H., Khosravi, B. (2002b). A characterization of PSL(3, q) where q = 2 ⁿ . Acta Math. Sinica, English Ser. 18(3):463–472] and [Iranmanesh, A., Alavi, S. H. (2002). A characterization of simple groups PSL(5, q). Bull. Austral. Math. Soc. 65:211–222] it was proved that PSL(3, q) for q = 2 ⁿ and PSL(5, q) are uniquely determined by their order components. In this paper we prove that PSL(p, q) can be uniquely determined by its order components, where p is an odd prime number. A main consequence of our results is the validity of Thompson's conjecture for the groups under consideration.     

4-芳亚甲基-4,5-二氢-1,3-二苯基吡唑-5-酮的一锅法合成

报道了以乙酸为催化剂,由苯甲酰乙酸乙酯、苯肼和芳香醛经三组分一锅法缩合制备4-芳亚甲基-4,5-二氢-1,3-二苯基吡唑-5-酮衍生物的新方法.该方法缩短了反应时间,得到了中等产率.产物结构经MS,1HNMR,IR和元素分析确证.     

Analysis of functional networks involved in motor execution and motor imagery using combined hierarchical clustering analysis and independent component analysis

Cognitive experiments involving motor execution (ME) and motor imagery (MI) have been intensively studied using functional magnetic resonance imaging (fMRI). However, the functional networks of a multitask paradigm which include ME and MI were not widely explored. In this article, we aimed to investigate the functional networks involved in MI and ME using a method combining the hierarchical clustering analysis (HCA) and the independent component analysis (ICA). Ten right-handed subjects were recruited to participate a multitask experiment with conditions such as visual cue, MI, ME and rest. The results showed that four activation clusters were found including parts of the visual network, ME network, the MI network and parts of the resting state network. Furthermore, the integration among these functional networks was also revealed. The findings further demonstrated that the combined HCA with ICA approach was an effective method to analyze the fMRI data of multitasks.