基于迭代缩减窗口自助软收缩算法的近红外光谱变量选择方法研究

该文针对近红外光谱因冗余变量导致的标定模型预测性能差的问题,提出了一种迭代缩减窗口自助软收缩（ISWBOSS）算法。该方法使用窗口对变量进行划分,随机抽取窗口并利用其中的变量建立子模型,计算窗口内变量回归系数的归一化并作为权重继续进行加权采样,从而逐步实现变量空间的软收缩。同时在迭代过程中不断缩减窗口大小对特征变量进行精确搜索。通过在玉米数据集上进行验证,并与全谱法、遗传算法、竞争自适应重加权采样法和自助软收缩法建立的偏最小二乘模型对比,结果表明,新方法不论在准确性还是稳定性上都具有显著优势。以玉米蛋白质含量预测为例,与自助软收缩算法相比,ISWBOSS的预测均方根误差从0.041 8降至0.010 3,且达到最优模型所需的迭代次数更少,运算效率更高。该方法对提高近红外光谱标定模型的性能具有一定的指导意义。     

一维粒子对聚乙烯醇水溶液流变行为的调控

将一维粒子(碳纳米管, CNTs; 碳纳米纤维, CF)加入聚乙烯醇(PVA)水溶液中, 考察碳粒子表面含氧官能团含量(羟值)、 长径比、 温度及PVA本体溶液浓度等对复合体系流变行为的影响. 结果显示, 复合溶液的黏度(η)随CNTs用量({\phi }_{\mathrm{C}\mathrm{N}\mathrm{T}\mathrm{s}})先增大后降低, 然后继续增大, 呈“N”形变化趋势, 出现两个拐点({\phi }_{\mathrm{1}}和{\phi }_{\mathrm{2}}). 在{\phi }_{\mathrm{1}}附近, CNTs主要起物理交联点作用, 体系η增加; 在{\phi }_{\mathrm{2}}附近, CNTs对PVA分子间氢键作用破坏最为严重, 体系η低于纯PVA溶液, 表明不同羟值CNTs仅改变其用量即可使PVA水溶液增黏或降黏. 随着羟值增大, CNTs与PVA大分子间相互作用加强, {\phi }_{\mathrm{1}}和{\phi }_{\mathrm{2}}减小, {\phi }_{\mathrm{2}}对应的η下降, 降黏效果显著. CNTs的加入使PVA水合数下降, 羟值大的CNTs可与PVA上更多的羟基形成氢键作用, 水合数更低. 随着{\phi }_{\mathrm{C}\mathrm{N}\mathrm{T}\mathrm{s}}增大, 复合体系黏流活化能增大. CNTs对不同质量分数PVA水溶液的η具有类似的调控作用, 但调控幅度有差异. 相同羟值、 不同长径比的CNTs对PVA水溶液的黏度调控均呈“N”形变化, 长径比小的CNTs复合体系, {\phi }_{\mathrm{1}}和{\phi }_{\mathrm{2}}较大. 长径比相近但直径较大的CF复合体系表现出更低的{\phi }_{\mathrm{1}}和{\phi }_{\mathrm{2}}.     

HL-2M 装置极向场线圈的结构设计与制造

介绍了 HL-2M 装置极向场(PF)线圈的结构设计和制造。16 饼 PF 线圈布置在环向场(TF)线圈空腔之 内、真空室外,沿中平面对称分布。PF 线圈采用中空矩形铜导体绕制,其中 PF1~PF4 线圈为双层螺旋绕制结构, 最大运行电流 14.5kA;PF5~PF8 线圈为多层盘式绕制结构,最大运行电流 38~42kA。      

HL-2M 装置中心螺旋管线圈结构和制造工艺概述

HL-2M 装置中心螺旋管(CS)线圈采用了 AB 两组交替缠绕、内外层轴向反向绕制的结构,AB 两组 引线对称引出。在中心螺旋管线圈制造过程中,开展了中空铜导线焊接工艺、绝缘包扎工艺、绕制工艺、内外层 跳线连接工艺、加热固化工艺等试验。研制的线圈满足对地主绝缘耐压 60kV、A/B 组匝间耐压 1kV 的设计要求。     

Development and Validation of a Reverse-phase High Performance Liquid Chromatography Method for Determination of Exenatide in Poly（lactic-co-glycolic acid） Microspheres

Exenatide(synthetic exendin-4), which has been approved by the Food and Drug Administration(FDA) for the adjunctive treatment of patients with type 2 diabetes, is an incretin mimetic agent. The development and validation of a RP-HPLC method for the quantification of the exenatide in poly(lactic-co-glycolic acid)(PLGA) microspheres is described. Separation was performed on a C4 column via a mobile phase consisting of ACN:KH2PO4(0.02 mol/L, pH=2.5) gradient elution from 30:70 to 45:55(volume ratio) in 30 min. Multi-diode array detection(DAD) appears to be most appropriate to evaluate the spectral purity of exenatide. The limits of detection and quantification of exenatide were 0.4 and 1.2 μg/mL, respectively. The calibration curve of exenatide was linear in a range of 0.025―0.2 mg/mL with a correlation coefficient of 0.9995. The results of validation study show that this method is specific, accurate(recovery95%), precise(RSD2.0%) and robust.     

New Discrete Element Models for Three-Dimensional Impact Problems

Two 3-D numerical models of the discrete element method （DEM） for impact problems are proposed. The models can calculate not only the impact problems of continuum and non-continuum, but also the transient process from continuum to non-continuum. The stress wave propagation in a concrete block and a dynamic splitting process of a marble disc under impact loading are numerically simulated with the proposed models. By comparing the numerical results with the corresponding results obtained by the finite element method （FEM） and the experiments, it is proved that the models are reliable for three-dimensional impact problems.     

白光LED用SrAl_2Si_2O_8∶Eu~(2+)荧光粉的制备与发光性能研究

采用高温固相法制备了SrAl2Si2O8∶Eu2+系列荧光粉,研究了灼烧温度以及助熔剂硼酸浓度和激活剂Eu2+离子浓度对发光性能的影响,研究了SrAl2Si2O8的微结构。结果表明,以3.0wt%H3BO3为助熔剂,在1250℃灼烧3h可制备发光性能优良的SrAl2Si2O8∶Eu2+荧光粉,Eu2+离子的最佳掺杂浓度为2.5mol%,Eu2+离子浓度过大时的浓度猝灭是由电偶极-电四极之间的相互作用引起的。SrAl2Si2O8∶Eu2+的激发和发射光谱均为宽带谱,在280～380nm光的激发下,可发射峰值波长位于429nm的蓝色光。     

邻氯硝基苯在Pd/C催化剂上加氢反应机理及添加Cu对邻氯苯胺选择性的影响

本文研究了邻氯硝基苯在5%Pd/C催化剂上加氢为邻氯苯胺和苯胺的反应机理。结果表明,在常压下,邻氯苯胺和苯胺的选择性分别为~70%和~30%,且不随转化率增加而变化。在加压(1.0 Mpa)条件下,也有类似规律。因此,说明邻氯苯胺和苯胺分别是两个平行反应的产物。通过测定该反应各步骤的初始反应速率,进一步证实了这一结论。在认识反应机理的基础上,制备出可有效抑制脱氯的Cu-Pd/C双金属催化剂,在不加脱氯抑制剂的情况下,可使邻氯硝基苯加氢制备邻氯苯胺的选择性提高到96%以上。     

Electro-oxidation of Ascorbic Acid on PVP-stabilized Graphene Electrode

Polyvinylpyrrolidone-stabilized graphene(PVP-graphene) was synthesized and investigated as a modifier for the determination of ascorbic acid(AA).With PVP acting as stabilizer and dispersant,the resulting PVP-graphene material could disperse well into water.And the PVP-graphene modified glassy carbon electrode(PVP-graphene-GCE) showed an obvious electrocatalytical activity toward the oxidation of AA in a phosphate buffer solution(PBS,pH=7.0) with an oxidation potential of AA at 0.052 V vs.Ag|AgCl(sat.KCl).The calibration curve for AA was linear in a concentration range from 1.0×10-5 to 5.0×10-4 mol/L with a correlation coefficient of 0.9998.And the detection limit was found to be 1μmol/L.During the oxidation of AA,the π-π interaction of graphene plane with conjugated hexenoic acid-lactone in AA molecules might play a key role.As a result,an obvious decrease of overpotential was achieved at such a PVP-graphene electrode through a possible adsorption/enrichment process,which will probably trigger potential applications for the electroanalysis of some aromatic and heterocyclic compounds.     

硅胶固定功能化离子液体的制备及其在5-羟甲基糠醛合成中的应用

通过γ-氯丙基三甲氧基硅烷将磺基功能化离子液体-N-磺丙基咪唑盐化学键合到微球硅胶上,制得微球硅胶固定化离子液体(IL3). 用FTIR、TG、~(13)C NMR、SEM、BET及酸度测定等测试技术对IL3进行了表征,并考察其在果糖脱水合成5-羟甲基糠醛(HMF)过程中的催化性能. 研究结果表明,氯丙基三甲氧基硅烷可以将磺基功能化咪唑型离子液体化学键合到微球硅胶上. 微球硅胶固定化磺基咪唑离子液体能有效催化果糖脱水生成HMF. 果糖在固载率45.4%的IL3催化下、乙二醇甲醚(EGME)溶剂中、115 ℃反应5 h,HMF收率可达82.1%. 催化剂循环使用4次后,HMF的收率下降为53.0%.