超高分子量聚乙烯纤维增强中空蜂窝模压复合材料性能研究

为研制车船等壳体所用的轻质、高强复合板材,选用超高分子量聚乙烯(UHMWPE)短纤维纱,制备成单层经纬为120根/(10 cm)的平纹组织,采用多组经纱持续更替交织层的方法制成2L(1+0)型、4L(2+1)型、6L(3+2)型3种多层角联锁结构织物,采用扦插芯棒、模压成型方法制成菱形蜂窝状的热固性环氧树脂基中空板,并与2块真空吸液法制成的面板组成“三合一”复合板,同时测定了复合板材的结构特征及其平拉、平压和弯曲性能。结果表明:3种类型复合板的密度均远小于水的密度,其中6L(3+2)型最小,为0.48 g/cm³;复合板层数越多,环氧树脂越难渗透尤其是在中空板菱形交叉点处,复合板平拉、平压、抗弯曲强度则呈现递增,制成的6L(3+2)型复合板试样平压强度可达到1.03 MPa。     

基于LP与小波包的复杂机电系统监测序列混沌降噪方法

针对流程工业生产系统监测数据存在强噪声和混沌性的特点,提出了一种局部投影方法(Local Projection Method)与小波包方法相结合的信号降噪方法。该方法先利用局部投影方法从动力学系统嵌入流形的角度进行多次迭代降噪,并根据关联维数来判定迭代终止;再利用小波包方法从频率的角度进行降噪,抑制高频噪声的干扰,取得了较好的降噪效果。用Lorenz时间序列进行仿真验证,对仿真时间序列加入不同程度的噪声,对比分析小波包、局部投影与该方法降噪后的相空间、SNR值和最大Lyapunov指数,证明了该方法对于中高强度噪声具有更好的降噪效果。并将该方法用于某压缩机组的实际监测数据降噪,评估三种方法的降噪效果,进一步验证了该方法的优越性。     

基于边缘和局部熵融合的视觉安全性评估方法

针对基于局部熵进行加密图像视觉安全性评估存在块效应的局限性，引入图像的边缘特征，通过共有边缘来衡量加密图像与原始图像的边缘相似度，消除了块效应。由于局部熵对加密等级低的图像不敏感，边缘相似度对加密等级高的图像不敏感，将两个评估方法进行自适应融合，提出[SLEES]（Local Entropy and Edge Similarity，[SLEES]）指标。通过改变图像像素位置和图像像素值的加密方式处理图像和视频帧进行测试，实验结果表明，[SLEES]指标相比传统评估指标有更好的鲁棒性，评估范围更广。     

2-L-天冬氨酸-2-脱氧-D-葡萄糖的合成及热裂解分析

以D-果糖和L-天冬氨酸单钾盐为原料合成了2-L-天冬氨酸-2-脱氧-D-葡萄糖，利用傅里叶变换红外光谱、 1H核磁共振（nuclear magnetic resonance，NMR）、13C NMR和高分辨率质谱技术进行结构表征。应用热重-微商 热重和在线裂解气相色谱/质谱联用技术分别研究了2-L-天冬氨酸-2-脱氧-D-葡萄糖的热失重和热裂解行为。采用 1,1-二苯基-2-三硝基苯肼（1-diphenyl-2-picrylhydrazyl，DPPH）自由基清除法和还原能力法对其体外抗氧化活性进 行测定。结果表明：合成产物为目标化合物；目标化合物的裂解温度为187.8 ℃，700 ℃时总失重达到91.26%；目 标化合物裂解产物的数量随温度的升高而增多，裂解产物包括杂环类、酮类、羧酸类、醛类、酚类、烯烃类、醇类 和芳烃类等化合物，裂解产物表现出烘焙香、甜香、焦甜香、可可香、花香和奶香等香韵；目标产物具有较强的 DPPH自由基清除能力和还原能力，是一种潜在的抗氧化剂。     

不同分子量聚乙烯吡咯烷酮对四氢呋喃水合物形成及生长的影响

聚乙烯吡咯烷酮(以下简称PVP)作为一种抑制能力较强、应用较成熟的水合物动力学抑制剂(以下简称KHIs),一直是国内外学者关注和研究的焦点,但对于不同分子量PVP对水合物形成的影响情况还存在着争议。为此,在常压、变温条件下进行了四氢呋喃(以下简称THF)水合物形成模拟实验,研究了相同加量条件下、不同分子量的PVP对THF水合物形成及生长的影响,并从宏观现象、介观结构和微观机制3个层面对影响机理进行了分析和探讨。结果表明:(1)对于THF水合物的形成,PVP的抑制能力随分子量的增大逐渐增强;(2)对于THF水合物的生长,PVP分子量介于8 000~58 000时,抑制效果较接近且相对较弱,但抑制作用稳定,PVP分子量介于270 000~1 500 000时,在THF水合物生长初始阶段PVP的抑制效果较好,但整个实验过程THF水合物形成的平均速率相对较快,且PVP分子量越大这一现象越明显;(3)PVP的存在增强了THF水合物聚集体的聚集强度。结论认为,该研究成果对于KHIs的研发和实际应用均具有较重要的参考价值。     

岩溶城市(贵阳市)水资源可持续利用评价研究

为研究贵阳市水资源可持续利用评价问题,基于DPSIR模型构建贵阳市水资源可持续利用评价指标体系,运用熵权法与综合指数模型测算2001~2015年贵阳市水资源可持续利用综合指数,并以障碍度模型对影响水资源可持续利用的障碍因子进行诊断。结果表明,2001~2015年,除压力指数外,驱动力、状态、影响、响应和综合指数均呈波动上升的趋势;可持续利用类型可划分为失调(2001~2006年)和协调(2007~2013年)两个阶段;人均GDP、万元GDP耗水量、森林覆盖率、三产增加值占GDP比重、生活污水处理率为5大影响贵阳市水资源可持续利用的重要因素。研究结果为贵阳市水资源可持续利用提供指导。     

Reduced basis method for managed pressure drilling based on a model with local nonlinearities

To circumvent restrictions of conventional drilling methods, such as slow control actions and inability to drill depleted reservoirs, a drilling method called managed pressure drilling (MPD) has been developed. In MPD, single-phase flow processes can be modeled as a feedback interconnection of a high-order linear system and a low-order nonlinear system. These nonlinearities appear locally both inside and at the boundaries of the computational domain. To obtain a fast simulation platform for real-time purposes (eg, online model-based controller implementation), model order reduction is required for MPD. However, the local nonlinearities render applying model order reduction techniques challenging. In this study, a new approach is proposed to deal with such nonlinearities within the reduced basis (RB) context and it is successfully tested on a model for MPD. Contrary to the classical RB technique, the proposed approach not only does not generate nonphysical spikes at the locations of these local nonlinearities but also yields high speedup factors. The obtained reduced-order model can be used for efficient online simulation and controller design for drilling systems with MPD.     

Structural optimization with an automatic mode identification method for tracking the local vibration mode

Traditional optimization methods, which take a specific order of modal frequency as the design constraint, could fail to obtain the desired solution because of modal substitution. An improved optimization model with continuous sizing variables is established to solve this problem, in which the minimum weight and a given local modal frequency are considered as the objective and the constraint. To capture accurately the expected mode of vibration, a local mode identification technique is proposed based on the strain energy ratio between the local area and the whole structure. With that scheme, an optimization system is developed, in which the local mode can be effectively identified and the constraint can be updated with it in the iteration process. Two numerical examples, of a reinforced plate and a satellite structure, are applied to illustrate the effectiveness and efficacy of the proposed method.     

保健食品标准中重(装)量差异指标的分析及应用

近年来, 保健食品注册和备案技术指引要求保健食品制剂制订重量差异或装量差异指标, 如片剂等剂型应制订重量差异指标, 胶囊剂等剂型应制订装量差异指标, 以替代原先对包装食品通用的净含量与负偏差指标。在执行过程中, 检测机构众多检验结果显示有不少生产企业可能未能完全理解重量差异和装量差指标的具体分析算法和应用细节要求, 导致抽检结果与生产企业出厂检验结果不一致的情况。本文着重对重量差异和装量差异测定方法的质控目的、限度设定、计算与判定方法等进行详细解读, 以帮助相关企业更好地理解重量差异和装量差异的指标特性和分析应用要点, 阐明重量差异和装量差异指标与包装食品通用的净含量与负偏差指标的不同, 使规范制订保健食品标准并正确执行分析检验。     

Hybrid self-inertia weight adaptive particle swarm optimisation with local search using C4.5 decision tree classifier for feature selection problems

ABSTRACT

Feature selection is an important task to improve the classifier’s accuracy and to decrease the problem size. A number of methodologies have been presented for feature selection problems using metaheuristic algorithms. In this paper, an improved self-adaptive inertia weight particle swarm optimisation with local search and combined with C4.5 classifiers for feature selection algorithm is proposed. In this proposed algorithm, the gradient base local search with its capacity of helping to explore the feature space and an improved self-adaptive inertia weight particle swarm optimisation with its ability to converge a best global solution in the search space. Experimental results have verified that the SIW-APSO-LS performed well compared with other state of art feature selection techniques on a suit of 16 standard data sets.