美国海军舰艇命名体系研究

美国海军舰艇命名体系由任命前缀、舰艇名称、分类代号、舷号4类要素构成,首先分析了每类要素对于命名体系的贡献,然后基于美国海军舰艇命名体系,以美国海军舰艇名册为数据源,通过要素提取、规则建立等步骤分析美国海军现役舰艇组成。经过分析,美国现役715艘舰艇分为战斗舰、辅助舰、战斗艇、支援艇、未在分类代号中定义等5大类67类型177级别,通过对比基于类型与级别规则、基于任命前缀规则的结果挖掘出美国海军现役舰艇组成规律。     

基于机器学习分类算法解析EIS数据的有机涂层性能评价方法

目的 基于机器学习分类算法快速评估有机涂层的防腐性能。方法 通过实验室加速试验模拟涂层真实的退化过程,并根据测得的电化学数据,分析不同退化阶段的等效电路元件参数。随后,采用随机抽样方法获取大量数据,用于机器学习模型训练。通过对比支持向量机(SVM)、k最近邻(k-NN)和随机森林(RF)3种不同的机器学习算法,以及多种输入特征集训练的涂层性能分类器模型的准确率,分析最适合用于涂层性能快速评估的机器学习算法和电化学特征。结果 根据不同输入特征训练的k-NN和RF模型均表现出良好的预测效果,而SVM模型的预测效果相对较差。根据不同频率范围训练的分类器模型中,在低频区表现最佳,而在高频区表现较差。结论 基于阻抗虚部、虚部+实部和阻抗模值3种输入特征训练的RF分类器模型的预测效果最准确。不同频率区间内,低频区的阻抗特征更能准确表征涂层性能。     

活性碳纤维改性技术研究进展

介绍了活性碳纤维(ACF)的孔结构及表面官能团,综述了国内外ACF改性技术的研究现状.ACF的改性主要包括孔结构调控和表面化学改性,表面化学改性包括氧化还原法、表面负载法、浸渍法、热处理法、远程等离子体处理法、微波辐照法等,也可将多种方法结合来对ACF进行改性,以改善和提高ACF的吸附性能.在总结现有研究的基础上,对ACF改性技术发展趋势进行了展望.     

Biofilm structure and its influence on clogging in drip irrigation emitters distributing reclaimed wastewater

Using reclaimed wastewater for crop irrigation is a practical alternative to discharge wastewater treatment plant effluents into surface waters.However,biofouling has been identified as a major contributor to emitter clogging in drip irrigation systems distributing reclaimed wastewater.Little is known about the biofilm structure and its influence on clogging in the drip emitter flow path.This study was first to investigate the microbial characteristics of mature biofilms present in the emitters and the effect of flow path structures on the biofilm microbial communities.The analysis of biofilm matrix structure using a scanning electron microscopy (SEM) revealed that particles in the matrix of the biofilm coupled extracellular polysaccharides (EPS) and formed sediment in the emitter flow path.Analysis of biofilm mass including protein,polysaccharide and phospholipid fatty acids (PLFAs) showed that emitter flow path style influenced biofilm community structure and diversity.The correlations of biofilm biomass and discharge reduction after 360 h irrigation were computed and suggest that PFLAs provide the best correlation coefficient.Comparatively,the emitter with the unsymmetrical dentate structure and shorter flow path (Emitter C) had the best anti-clogging capability.By optimizing the dentate structure,the internal flow pattern within the flow path could be enhanced as an important method to control the biofilm within emitter flow path.This study established electron microscope techniques and biochemical microbial analysis methods that may provide a framework for future emitter biofilm studies.     

优化调整经济结构和布局 促进资源能源配置格局合理改善

辽宁省是我国东北地区唯一既沿海又沿边的省份,也是东北地区及内蒙古自治区东部地区对外开放的门户。全省国土面积14.8万平方千米,大陆海岸线长2292千米,近海水域面积6.8万平方千米。矿产储量居全国首位,是国家粮食主产区和畜牧业、渔业、优质水果及多种特产品的重点产区,也是全国交通、电力等基础设施较为发达的地区。作为共和国老工业基地的辽宁省,资源能源优势突出,区域优势特点明显,城市分布相对集中,但经济结构和布局应进一步优化调整,以促进资源能源配置格局更趋合理,为辽宁省经济社会的持续平稳发展创造有利条件。     

A~2/O工艺中好氧污泥絮体的分形结构与理化特征分析

采用图像法和沉降柱法分别研究了A2/O工艺中好氧污泥絮体的形貌、粒度分布、低维分形维数和沉降速率、有效密度、空隙率以及质量分形维数,并尝试探讨了上述相关性质与这些污泥宏观操作性质(沉降、压缩、脱水和稳定性)相关的各种理化指标以及胞外高分子物质(EPS)的含量之间的变化关系.结果表明,污泥絮体呈现不规则的形貌,表面具有空隙.其有效密度一般随着其粒径的增加而降低,而空隙率和沉降速率却呈现与有效密度相反的变化趋势,这些均表明了污泥絮体的分形结构的存在.2次所采集的污泥絮体的中位直径分别为248.81、332.86μm,有效密度的平均值分别为0.0040、0.0072g·cm-3,自由沉降速率的平均值分别为2.67、4.79mm·s-1,空隙率的平均值分别为0.94、0.89,一维分形维数分别为1.03、1.19,二维分形维数分别为1.64、1.84,采用基于Logan经验公式的有效密度-最大直径的双对数关系确定的质量分形维数分别为1.74、2.29.尽管第2次所采集的污泥絮体较为密实,但其表面粗糙程度却比第1次的低.此外,研究中发现絮凝能力较高或负电荷较高的A2/O好氧污泥絮体具有高的SVI和ZSV值;分形维数较低...     

酚类化合物气相色谱保留指数的定量结构相关性研究

应用偏最小二乘回归技术建立了102种酚类化合物气相色谱保留指数与分子全息结构间的相关模型,在最佳建模条件下得到非交叉验证相关系数(r2)为0.965,交叉验证相关系数(q_LOO2)为0.963. 从102种酚类化合物中随机选出68种作为训练集,其余作为测试集,来验证分子全息QSRR模型的预测能力和稳健性. 在最佳建模条件对训练集进行偏最小二乘回归分析,r2为0.967,q_LOO2为0.927. 用训练集数据所建立的QSRR模型预测测试集中酚类化合物的色谱保留指数,结果表明,基于训练集所建立的QSRR模型具有很高的预测能力和稳健性,可以对测试集酚类化合物的气相色谱保留指数进行很好的预测. 此外,利用最佳全息定量结构保留关系(HQSRR)模型的色码图,探讨酚类化合物中的不同侧链基团对其色谱保留性质的影响,及其在固定相上的色谱保留机理.      

Phosphorus utilization and microbial community in response to lead/iron addition to a waterlogged soil

Constructed wetlands have emerged as a viable option for helping to solve a wide range of water quality problems. However, heavy metals adsorbed by substrates would decrease the growth of plants, impair the functions of wetlands and eventually result in a failure of contaminant removal. Typha latifolia L., tolerant to heavy metals, has been widely used for phytoremediation of Pb/Zn mine tailings under waterlogged conditions. This study examined e ects of iron as ferrous sulfate (100 and 500 mg/kg) and lead as lead nitrate (0, 100, 500 and 1000 mg/kg) on phosphorus utilization and microbial community structure in a constructed wetland. Wetland plants (T. latifolia) were grown for 8 weeks in rhizobags filled with a paddy soil under waterlogged conditions. The results showed that both the amount of iron plaque on the roots and phosphorus adsorbed on the plaque decreased with the amount of lead addition. When the ratio of added iron to lead was 1:1, phosphorus utilized by plants was the maximum. Total amount of phospholipids fatty acids (PLFAs) was 23%–59% higher in the rhizosphere soil than in bulk soil. The relative abundance of Gram-negative bacteria, aerobic bacteria, and methane oxidizing bacteria was also higher in the rhizosphere soil than in bulk soil, but opposite was observed for other bacteria and fungi. Based on cluster analysis, microbial communities were mostly controlled by the addition of ferrous sulfate and lead nitrate in rhizosphere and bulk soil, respectively.