Two-tier architecture for unconstrained handwritten character recognition

In this paper, we propose an approach that combines the unsupervised and supervised learning techniques for unconstrained handwritten numeral recognition. This approach uses the Kohonen self-organizing neural network for data classification in the first stage and the learning vector quantization (LVQ) model in the second stage to improve classification accuracy. The combined architecture performs better than the Kohonen self-organizing map alone. In the proposed approach, the collection of centroids at different phases of training plays a vital role in the performance of the recognition system. Four experiments have been conducted and experimental results show that the collection of centroids in the middle of the training gives high performance in terms of speed and accuracy. The systems developed also resolve the confusion between handwritten numerals.     

铜萃取剂BK992和LIX984的性能研究

研究羟肟类铜萃取剂的结构与性能的关系。试验研究了铜萃取剂BK992和LIX984的对比萃取及混合萃取性能指标 ,试验表明BK992与LIX984的使用性能相当 ,两种铜萃取剂相互混合不影响使用性能指标。     

检测骨架图形特征点的新方法

端点、折点、歧点和交点是骨架图形的重要特点是，提出用快速查表法检测侯选特征点，再进行侯选特征点聚集，用局部结构分析，去除假特征点，判别真特征点的类型，并对折点给以大致的定量描述。实验结果表明，该方法能快速有效地找出骨架图形的特征点，在目标识别、字符识别等应用中起着关键作用。     

从催化裂化柴油中分离高纯度2,6-二甲基萘

以大庆石油化工总厂炼油厂催化柴油为原料 ,通过精馏分离得到二甲基萘 (DMN)窄馏分 (2 5 8～ 2 70℃ ) ,经糠醛溶剂抽提 ,减压蒸馏后 ,在 -10～ -2 5℃冷冻 2～ 5h ,离心分离制得纯度约 80 %的粗 2 ,6 DMN ,再经无水乙醇在 -10～ -2 5℃重结晶 ,得到纯度大于等于 98%的 2 ,6 DMN。     

丙烷脱沥青装置技术改造

对玉门炼油化工总厂 0 .2 5Mt/a丙烷脱沥青装置的技术改造情况进行了较为详细的介绍 ,对改造前后的操作参数、产品质量和经济技术指标进行了对比。改造后加工能力提高到 0 .30Mt/a ,装置的操作弹性大大提高 ,产品质量优良 ,溶剂单耗由 16 .1kg/t降至 1.6 7kg/t,能耗由 2 4 49.3MJ/t降至 1172 .3MJ/t,年经济效率达 30 0 0× 10 4RMB $。     

稀疏脉冲反演技术在井间地震反演中的应用

将传统的波阻抗反演技术应用于井间地震资料反演时，存在着方法适用的域和资料的域不同，井间地震资料的频带比地震资料的频带宽以及频率比地震资料频率高，多对井间地震资料拼接等问题。为此，在胜利油田K71井区，探讨了利用传统波阻抗反演技术（稀疏脉冲反演）进行井间地震资料波阻抗反演的一些技术问题，并用利11对井间地震资料进行了波阻抗反演，获得了较好的反演结果，在井间地震资料反演中，采用匹配滤波方的井间地震资料转换到时间域；利用高分辨率地面三维地震资料，采用统计方法提取反演子波，子波的波形和相位较稳定，频带宽；对测井资料进行标准化处理，在反演的波阻抗剖面上砂体的空间展布形态清晰，对储层的描述更精细；利用时深转换模型，将时间域的波阻抗剖面转换到深度域，直接与测井资料进行对比分析，对储层的描述更直观可靠。     

Solids Extraction of Cod Frame and Effects on Ultrafiltration of the Aqueous Extract

Grinding, pH adjustment, heat treatment and centrifugation were studied to recover solids from ground cod frames and to apply ultrafiltration (UF) to the resulting aqueous phase. Early heat treatment (90°C/20 min) dissolved collagen into aqueous phase resulting in a very low UF flux. A pH adjustment to 4.5 after grinding (～0.32 cm die), with no heat resulted in efficient separation after centrifuging. UF of the aqueous phase showed an increase in initial flux (23 L/hr m²). However, when the same aqueous material was heated and then centrifuged (1–2% solids removed), UF flux was further increased to 46 L/hr m²and this process gave highest solids recovery (90%).     

Sunflower Head Residue Pectin Extraction as Affected by Physical Conditions

Effects of extraction pH, temperature, and time on yield and quality of pectin from sunflower heads (Interstate cultivar) were investigated. The low-methoxyl pectin was extracted, using 0.75% sodium hexametaphosphate at pH 3, 4, and 5 and at 75, 85, and 95°for 20, 40, and 60 min, respectively. Yield, molecular mass, and firmness of jellies of the pectins were determined. Three-way statistical analysis on yield, molecular mass and gel firmness showed strong interactions among pH, temperature and time. Highest yields were obtained at pH 5, 95°for 20 min and pH 4, 85°for 40 min. Pectin extracted for 40 min at pH 3 and 4 and at 85°and 75°C, respectively, had the highest molecular mass. Gel firmness of sunflower pectin prepared at pH 5.4 was higher than that of a commercial citrus pectin.     

膜萃取器设计及应用研究进展

简要阐述了膜萃取的特点和基本类型;重点介绍了轴对称、纤维、片状等３种膜器的设计原理、特征以及膜过程设计．总结了膜萃取技术在金属离子分离、旋光化合物的分离、发酵萃取、医药萃取等方面的应用现状和最新进展;展望了膜萃取技术的发展趋势。     

超临界CO2萃取技术及成套装备

介绍了超临界CO2 萃取这一新兴分离技术在工业化装置的工艺流程、化工过程、设备及过程控制系统等方面的内容