一种基于局部保持的子流形可视化方法

针对多数流形学习算法是基于单一流形的假设,当高维数据集中存在多个流形,流形学习算法可视化效果差问题,借鉴流形曲面在二维平面空间展开的思想提出基于局部保持的的子流形可视化方法。利用奇异值分解和k均值聚类方法将流形数据划分为多块子流形,计算第一流形切块中心与其余切块中心的拓扑结构关系,在目标低维空间保持上述中心间拓扑结构下逐一对流形切块投影展开,最后在人脸数据集上进行实验。实验结果表明:该方法较好保持了子流形内的数据间的拓扑结构。     

印刷哈萨克斯拉夫粘连字符的切分方法

哈萨克斯拉夫图像文本经过行切分和列切分后,存在水平方向接触和垂直方向重叠的粘连字符。为提高字符识别率,依据字符连通域的最小外接矩形切分开垂直方向重叠的粘连字符图像块;利用判决条件:字符宽度概率密度分布图、字符图像块垂直投影的波峰数目和字符图像块垂直投影波峰的对称性,分离初始粘连字符图像块中正确的单个字符图像块和实际接触的粘连字符图像块;在允许的字符宽度范围内,寻找粘连字符图像垂直投影图的极小值点,以切分实际接触的粘连字符。实验结果表明,该方法泛化能力较好且识别率有明显提高。     

陶瓷产品附加值探究

陶瓷作为一种产生经济效益的工业产品存在,其价值与人们消费的观念息息相关。当代人的消费心理已经发生了翻天覆地的变化,人们在进行陶瓷产品消费时,对陶瓷产品的选择不仅仅是单一的使用价值的选择,而是出现个性化、高级化的选择新趋势。对陶瓷产品附加值的研究为那些想要在市场中取得满意的经济效益的企业或个人提供了一个全新的研究平台。对陶瓷产品附加值理论进行阐述,以期能给与陶瓷生产者有益的参考。     

发生炉炉况综合量化制度的建立与应用

从全面质量管理工序控制的角度出发 ,借鉴焦炉加热管理的方法 ,首次对混合煤气发生炉生产中的主要工序——炉况控制制定了综合量化考评标准 ,并在我厂 17台 CG- 3型混合煤气发生炉的生产工艺管理中进行了实践应用 ,取得了显著效果     

实用的MEMS惯性器件外场标定方法

在实际工程应用中,当不具备高精度实验室标定设备时,研究简易可行的MEMS惯性器件外场标定算法非常有必要。在分析MEMS惯性器件误差模型的基础上,提出一种基于椭球模值约束算法的外场标定方法,通过设计合理的实验编排方案和有效的求解算法来实现对误差模型参数的估计。对比实验结果表明:所提出的标定方法简易可行,其误差系数在合理的误差范围内,从而证明了该外场标定方法的有效性。     

Electrochemical copolymerization of aniline with m-aminophenol and novel electrical properties of the copolymer in the wide pH range

A copolymer, poly(aniline-co-m-aminophenol), has been synthesized using repeated potential cycling. The monomer concentration ratio, acid concentration and applied potential strongly affect the copolymerization rate and the properties of the copolymer. The optimum conditions for the copolymerization are that the scan potential range is controlled between −0.10 and 0.95 V (vs.SCE), and a solution consists of 0.34 M aniline, 0.012 M m-aminophenol and 2 M H₂SO₄. The IR spectra of the copolymers demonstrate that the m-aminophenol units are included in the copolymer chains. The cyclic voltammograms of the copolymers in 0.3 M Na₂SO₄ solution with various pH values were performed at the potential ranges from −0.20 to 0.80 V and at a scan rate of 60 mV s⁻¹. The results indicate that the copolymer still hold 41.7% of the electrochemical activity when the copolymer electrode was transferred from a solution of pH 5.0 to a solution of pH 11.0 in the potential range of −0.20 to 0.80 V. An impedance plot of the copolymer in a solution with pH 12.0 and at 0.40 V is constructed of a semicircle and a Warburg line with a slope of 1. This means that the electrode reaction of the copolymer at pH 12.0 is also under mass transfer control. The conductivity of the copolymer prepared under the optimum conditions is 1.42 S cm⁻¹, and slightly depends on the pH value. Thus, the pH dependence of the electrical properties of the copolymer is improved compared with poly(aniline-co-o-aminophenol), and is much better than that of the parent polyaniline.     

新型三元互穿聚合物网络阻尼材料的研制

采用平衡溶胀工艺,合成了具有宽温域、高阻尼值的新型三元互穿聚合物网络.透射电镜证明了乳液交联反应的发生和互穿网络的结构.分别通过对乳液及乳胶膜性能的测试和比较,发现三元互穿聚合物网络相容性和阻尼性均优于二元互穿聚合物网络.     

Comparison of single and coastal superphosphate for subterranean clover on phosphorus leaching soils

Coastal superphosphate, a partially acidulated rock phosphate (PARP), is being considered as an alternative fertilizer to single superphosphate for pastures in high rainfall (> 800 mm annual average) areas of south-western Australia. The effectiveness of single and coastal superphosphate, as P fertilizers, was measured in two field experiments using dry herbage yield of subterranean clover (Trifolium subterraneum). The experiments were started in April 1990 and were terminated at the end of 1993. In the years after P applications, soil samples were collected each January to measure Colwell soil-test P, which was related to plant yields measured later on that year, to provide soil P test calibrations.Relative to freshly-applied single superphosphate, the effectiveness of freshly-applied coastal superphosphate and the residues of previously-applied single and coastal superphosphate were less effective in some years (from 3% as effective to equally effective), and up to 100% more effective in other years. This large range in effectiveness values in different years is attributed to different climatic conditions. Soil P test calibrations were different for soils treated with single or coastal superphosphate. The calibrations were also different for different yield assessments (harvests) in the same year, and in different years. Consequently soil P testing can only provide a very crude estimate of the current P status of the soils.     

1993年中国化学工业

１９９３年化工系统完成总产值１７９６．３亿元，比上年增长７．３％。全年完成固定资产投资２３０多亿元，比上年增长１９％。全年进出口总额达１８７亿美元，比上年增长１６．１％。但化学工业发展速度低于全国工业的增长速度。     

煤化工专用黑水阀阀座流通性能研究

介绍了一种煤化工专用黑水阀的结构构成,并提出进行该型号阀门流通性能研究的重要性。建立流道三维模型,应用CFD有限元分析软件,模拟黑水阀内部流场分布情况,分析可视化结果,确定阀座/阀芯易损位置。分别对不同阀座渐扩角时模型进行仿真模拟,得到阀门进、出口压力值,并依此计算Cv值大小,拟合流量系数曲线,提出阀门在实现最大介质流通时阀座渐扩角范围,为阀门设计提供重要的理论参考。