基于均值约束满足度剪枝策略的高效序列模式挖掘算法

为了减少无用候选序列的生成,并使挖掘得到的序列模式符合用户要求,约束条件下的频繁序列模式挖掘已成为数据挖掘领域的一个新的重要研究方向.作为强约束形式的一种,均值约束目前仍然是基于约束的频繁序列模式挖掘的一个困难问题,其主要原因在于很难利用均值约束来进行序列模式挖掘中的剪枝.为此,提出了一种基于均值约束满足度剪枝策略,并且以前缀增长方法为基础设计了一个有效的频繁序列模式挖掘算法.通过分析并实验验证了该算法的时间效率和剪枝性能,结果表明,该方法是有效的.     

2003年10月与11月两次主要日冕物质抛射事件的空间天气效应比较

研究了分别发生在2003年10月28日和2003年11月18日的两次相似的强烈日冕物质抛射(CME)事件.通过比较这两次CME事件以及它们的行星际响应,分析了其伴随的两种主要空间天气效应:太阳高能粒子事件和地磁暴.这两次CME事件均伴随有一个强耀斑和一次暗条爆发,并且之前都有一个较弱的CME从同一源区产生.第一个CME事件引起了一次极大的太阳高能粒子事件,而第二个则没有引起明显的太阳高能粒子事件.这两次CME事件均引起了大的地磁暴,且第二个CME所引起的地磁暴比第一个CME所引起的地磁暴更强.通过比较分析这两次CME事件,以及与之相关的活动现象和对应的行星际磁云(MC),讨论了这两次CME引起不同空间天气效应的原因:形成不同强度的太阳高能粒子事件在于CME爆发过程中的能量释放率在这两次事件中显著不同,而地磁暴强度的差异则是由行星际MC轴的方向以及MC经过地球时的相对位置不同造成的.     

铝型材挤压模具导流孔结构优化

基于MATLAB平台,将BP人工神经网络、遗传算法和数值模拟技术应用于铝型材挤压模具的导流孔形状优化设计。由正交实验法安排模拟实验组合,采用SuperForge软件对进行型材挤压过程进行数值模拟,并以挤压时金属流出模口平面的z向质点流速的均方差作为模型目标值;将模拟结果作为人工神经网络的输入样本对进行网络训练并建立网络知识源;通过遗传算法求得模型的全局优化解;最后通过有限体积法数值模拟技术验证并比较优化所得导流孔形状与经验法确定的导流孔形状对金属流动均匀性的影响。分析结果表明,通过调整导流孔形状能使金属流出模口的速度分布更均匀,表明对挤压模具导流孔形状的优化是有效的。     

d维分数布朗运动的相关结果研究

引入并研究了d维分数布朗运动(dfBM)的性质,给出了dfBM的d维标准布朗运动(dsBM)的表示,由此诱导出dfBM与dsBM之间一个有界微积分算子AH,最后讨论了dfBM的dsBM多角形逼近,并由测度论知识得到最佳逼近.     

合成条件对硅基介孔分子筛结构的影响

采用水热法制备硅基介孔分子筛材料,较系统地考察了合成条件对其结构的影响,并利用N2吸附、透射电镜(TEM)等手段进行了表征.研究发现,随着晶化温度的升高,硅基介孔分子筛材料的平均孔径在逐渐增大,而比表面先增大后减小,100℃晶化时比表面最大(905.60 m2/g);随着晶化时间的延长,样品的平均孔径先增大后减小,比表面却正好相反,晶化1 d时比表面是905.60 m2/g,晶化3 d时比表面降为788.91m2/g;随着焙烧温度的升高比表面和孔径均减小,表明高温下焙烧易导致介孔结构的塌陷.     

Feature-point-extracting-based automatically mosaic for composite microscopic images

Image mosaic is a crucial step in the three-dimensional reconstruction of composite materials to align the serial images. A novel method is adopted to mosaic two SiC/Al microscopic images with an amplification coefficient of 1000. The two images are denoised by Gaussian model, and feature points are then extracted by using Harris corner detector. The feature points are filtered through Canny edge detector. A 40×40 feature template is chosen by sowing a seed in an overlapped area of the reference image, and the homologous region in floating image is acquired automatically by the way of correlation analysis. The feature points in matched templates are used as feature point-sets. Using the transformational parameters acquired by SVD-ICP method, the two images are transformed into the universal coordinates and merged to the final mosaic image.     

Micelles-template induced organic nanocrystals based on iodo…nitro interactions

The nanocrystals based on a polar organic compound INBP （4-iodo-4＇-nitrobiphenyl） have been fabricated by reprecipitation approach. For the formation of INBP based nanocrystals, the intermolecular iodo…nitro interaction is the dominant driving force and the micelles formed by the surfactant CTAB （cetyltrimethylammonium bromide） molecules are the efficient templates for controlling morphologies of nanocrystals. The field emission scanning electro microscope （FESEM） images demonstrated that prism-like and needle-like nanocrystals of INBP were formed in pure water and micell containing aqueous solution, respectively. XRD pattern and UV/vis absorption spectra were employed to characterize the nanocrystals.     

Study on peptide-peptide interaction using high-performance affinity chromatography and quartz crystal microbalance biosensor

The specific interaction between sense and antisense peptides was studied by high-performance affinity chromatography （HPAC） and quartz crystal microbalance （QCM） biosensor. Fragment 1-14 of human interferon-β （hlFN-βwas chosen as sense peptide and its three antisense peptides （AS-IFN 1, AS-IFN 2, and AS-IFN 3） were designed according to the degeneracy of genetic codes. The affinity column was prepared with sense peptide as ligand and the affinity chromatographic behavior was evaluated. Glu-substituted antisense peptide （AS-IFN 3） showed the strongest binding to immobilized sense peptide at pH 7.5. A quartz crystal microbalance-flow injection analysis （QCM-FIA） system was introduced to investigate the recognition process in real-time. The equilibrium dissociation constants between sense peptide and AS-IFN 1, AS-IFN 2 and AS-IFN 3 measured 2.08×10^-4, 1.31×10^-4 and 2.22×10^-5 mol/L, respectively. The mechanism study indicated that the specific recognition between sense peptide and AS-IFN 3 was due to sequence-dependent and multi-modal affinity interaction.     

Experimental investigation of incremental reactivity of di-tert-butyl peroxide

Large quantities of di-tert-butyl peroxide (DTBP) have been emitted into the troposphere due to human activities. Its role in the atmospheric photochemical reaction has not been understood. This study presents the results of the photochemical reactions of DTBP and NOx, which have been simulated in a self-made smog chamber under the temperature of (29±1)℃. Both the wall decays of ozone and NO2 could be neglected, compared to the results in simulative experiments. The effective intensity of UV light used in the experiments was 1.28×10-3 s-1, which was expressed by the rate constant of NO2 photolysis in purified air. The reaction mechanism was proposed according to our results and reports of other researchers. The maximum values of incremental reactivity (IR) in the three simulative ex- periments were 9.53×10-2, 5.23×10-2 and 3.78×10-2, respectively. The incremental reactivity decreased with the increase of initial concentrations of DTBP. The IR value of DTBP obtained in this study was comparable to that of acetylene reported in our previous research.     

发电厂机组运行及故障信息管理系统的开发

介绍了TELEPROMMEDCS系统总体结构及组成,论述了系统设计的基本原则,描述了软件功能模块。