改进的双边二维线性判别分析的手背静脉识别

针对双边二维线性判别分析(B2D-LDA:Bilateral Two-Dimensional Linear Discriminant Analysis)方法中多类类别均值和总体均值接近时难以分类的问题,提出了一种改进的B2D-LDA(MB2D-LDA:Modified B2D-LDA)方法,并将其运用到手背静脉特征提取中.重新定义了类间离散度矩阵,融入了每两类类间的距离,当类别均值与总体均值接近时,则用该类和其他各类类间距离组成离散度矩阵.采用基于欧氏距离的最近邻分类器进行匹配识别.结果表明,在不增加识别时间的情况下,MB2D-LDA平均识别率比B2D-LDA高2％,证明了该算法的有效性.     

Al-Mg/Ti-Mg脱氧钢中夹杂物诱发点蚀行为研究

以不同脱氧方式熔炼的海洋工程用钢为研究对象,利用SEM、EDS及Image-Pro Plus 6.0软件对钢中夹杂物形貌、组成及尺寸分布等进行表征,通过3.5%NaCl溶液中阳极极化及腐蚀实验对钢中夹杂物诱发点蚀的行为进行探究。结果表明,与Al-Mg脱氧钢相比,Ti-Mg脱氧钢中形成了含有TiO_x的复合氧化物,夹杂数量更多且平均尺寸更小(小于1μm),有利于MnS的异质形核析出及弥散分布;低腐蚀活性的含TiOx复合氧化物及高度分散、异质局部析出MnS夹杂具有较低的点蚀敏感性及自腐蚀催化作用,降低了点蚀的诱发及扩展,有效提高了钢的抗点蚀性能。     

含钛高强钢中夹杂物析出行为研究

以不同钛含量(0.032%~0.153%)的高强钢为研究对象,利用SEM、EDS等对钢中氧化物及氮化物夹杂的形貌、组成、数量及尺寸分布进行表征,结合热力学与动力学计算,对TiN的析出行为进行分析。结果表明,当钢中Ti含量较低(0.032%)时,冶炼过程会形成富含MgAl_2O_4的多边形高熔点固态夹杂,易造成水口堵塞;当Ti含量大于0.106%时,钢中形成了富含TiAl_2O_5的液态球形夹杂,可通过上浮去除,不易堵塞水口;Ca处理能将低钛钢中的夹杂改性为低熔点的铝酸钙,不仅降低了水口堵塞风险,还能还原夹杂物中的Ti,提高Ti的收得率。含钛高强钢中夹杂物平均尺寸为1~2μm,氮化物平均尺寸为1~3μm,其均随着Ti含量的增加而稍有增加。当Ti含量小于0.04%时,将钢中N含量控制在0.0018%以下,能有效减小TiN的析出尺寸;当Ti含量大于0.1%时,实际工业生产中很难阻止TiN的液析,但可通过提高钢中细小氧化物的数量,来细化TiN的尺寸。     

液晶高分子各向异性粘弹流体拉伸流动中拉伸粘度的解析计算研究

将聚合物熔体的挤出过程看作是剪切流动主导的剪切单元,采用用液晶聚合物熔体或溶液LCP-B本构方程;采用共转Oldroyd B流体模型计算出取向运动拉伸粘度的影响.无量纲拉伸粘度随松弛时间和剪切速率的变化曲线.得到了无量纲拉伸粘度随剪切速率之间变化关系.     

壳聚糖膜的制备及表征

4%的氢氧化钠浸膜条件下制壳聚糖膜的条件是最佳条件,低温下成膜较高温下成膜透明柔软,高温下成膜略有淡黄色.     

Kinetic modeling of dilute solid-liquid two-phase flows with inelastic collisions

A kinetic model was presented for dilute solid-liquid two-phase flows with inelastic collisions by modeling the inelastic collisions with the revised BGK model （Santos and Astillero, 2005） and particle turbulence interactions with the Fokker-Planck operator. The formulated model kinetic equation was solved with the Chapman-Enskog method and the obtained approximate solution was further adopted to derive the constitutive relationships for the conservation equations of the particle phase. The new constitutive relationships would be suitable for the study on dilute solid-liquid two-phase flows such as sediment-laden flows in open channels or rivers.     

Slip rate along the Lijiang-Ninglang fault zone estimated from repeating microearthquakes

Seismicity and slip rates along the Lijiang-Ninglang fault zone between 1999 and 2006 were investigated with the waveform data recorded by the Yunnan digital Seismic Network. The relocated seismicity by the double difference method clearly exhibits different features between the northern and southern segments. More than 76% earthquakes occurred in the southern segment of the fault near the Lijiang area. The relocated seismicity appears to reflect the crustal velocity structure of the study area. Using cross-correlation analysis, we identified a total of 92 doublets and 70 multiplets that show high waveform similarity. Most of these sequences are aperiodic with recurrence intervals varying from a few minutes to hundreds of days. Using two sequences that occurred regularly over the study period, we obtained a fault slip rate of approximately 5 mm/a at ∼23 km, in good agreement with geologic and surface GPS measurement. Supported by National Basic Research Program of China (Grant No. 2004CB418405) and National Natural Science Foundation of China (Grant No. 40174014)     

Progress in bionic information processing techniques for an electronic nose based on olfactory models

As a novel bionic analytical technique, an electronic nose, inspired by the mechanism of the biological olfactory system and integrated with modern sensing technology, electronic technology and pattern recognition technology, has been widely used in many areas. Moreover, recent basic research findings in biological olfaction combined with computational neuroscience promote its development both in methodology and application. In this review, the basic information processing principle of biological olfaction and artificial olfaction are summarized and compared, and four olfactory models and their applications to electronic noses are presented. Finally, a chaotic olfactory neural network is detailed and the utilization of several biologically oriented learning rules and its spatiotemporal dynamic propties for electronic noses are discussed. The integration of various phenomena and their mechanisms for biological olfaction into an electronic nose context for information processing will not only make them more bionic, but also perform better than conventional methods. However, many problems still remain, which should be solved by further cooperation between theorists and engineers. Supported by the National Creative Research Groups Science Foundation of China (Grant No. 60421002) and National Basic Research Programme of China (Grant No. 2004CB720302)     

Design and performance analysis of networked control systems with random delay

The design and performance analysis of networked control systems with random network delay in the forward channel is proposed, which are described in a state-space form. A new control scheme is used to overcome the effects of network transmission delay, which is termed networked predictive control (NPC). Furthermore, three different ways to choose control input are discussed and the performances are analyzed, respectively. Both real-time simulations and practical experiments show the effectiveness of the control scheme.     

Robust H∞ filtering for discrete-time systems with Markovian switching and time-delays

The robust H∞ filtering problem for uncertain discrete-time Markovian jump linear systems with modedependent time-delays is investigated. Attention is focused on designing a Markovian jump linear filter that ensures robust stochastic stability while achieving a prescribed H∞ performance level of the resulting filtering error system, for all admissible uncertainties. The key features of the approach include the introduction of a new type of stochastic Lyapunov functional and some free weighting matrix variables. Sufficient conditions for the solvability of this problem are obtained in terms of a set of linear matrix inequalities. Numerical examples are provided to demonstrate the reduced conservatism of the proposed approach.