基于SVM⁃RF的泥石流窗口坝闭塞度判别研究∗

为了研究野外泥石流防治工程中窗口坝的开口闭塞类别,基于量纲分析理论,以室内水槽试验模拟实际工程,分析模型试验与实际工程的相关物理量及对应的相似准数;引入支持向量机和随机森林分类模型,在开源机器学习工具Scikit-Learn中,采用python编程实现算法;以室内水槽试验数据作为支持向量机和随机森林的训练样本,进行机器学习得到分类模型,提出一种用于判别泥石流窗口坝闭塞类型的新方法;将测试结果与经验公式中闭塞度判别值F的分类结果进行正确率对比,结果表明,F值的分类准确率为88%,而支持向量机为92%,随机森林为94%,随机森林分类效果最好,机器学习理论为泥石流窗口坝在实践中的设计提供了新思路。     

制革废水中丙烯酸类鞣剂的膜分离特征

针对3种丙烯酸类鞣剂超滤(UF)、反渗透(RO)分离参数进行了实验研究,探索其在废水深度处理中膜去除的可行性,研究结果表明,3种鞣剂在分离参数:浓度为200 mg/L,超滤的操作压力(P UF)为0.11 MPa,反渗透的操作压力(P RO)为0.4 MPa的条件下UF-RO分离,效果最好。其次,丙烯酸类鞣剂对膜通量影响较大,导致产生的清液较少,所以用UF、RO处理含有这类物质的制革废水时,应尽可能对废水进行预处理。最后,丙烯酸类鞣剂分子中含有极性较强的基团时,粒径分离效果不同。     

Effects of bromide and iodide ions on the formation of disinfection by-products during ozonation and subsequent chlorination of water containing biological source matters

This study aims to investigate the influence of the coexistence of halogen ions (bromide/iodide) and biological source matters on the speciation and yield of trihalomethanes (THMs), haloacetic acids (HAAs), and N-nitrosodimethylamine (NDMA) during the ozonation and subsequent chlorination of water. The results show that the concentrations of brominated THMs and iodinated THMs increased with increasing bromide and iodide concentration. These results may be attributed to the higher reactivity of hypobromous acid and hypoiodous acid generated from the ozonation and subsequent chlorination in the presence of bromide or iodide ions. The presence of bromide increased the species of brominated HAAs. There was a shift from chlorinated HAAs to brominated HAAs after increasing the concentration of bromide. The effect of iodide on HAA formation was more complex than bromide. For most samples, the concentration of total HAAs (T-HAAs) increased to the maximum and then decreased with increasing iodide concentration. The components of the organic precursors also significantly influenced the formation of brominated and iodinated disinfection by-products (Br-DBPs and I-DBPs). Humic acids produced more CHBr₃ (596.60 μg/L) than other organic materials. Microcystis aeruginosa cells produced the most tribromoacetic acid (TBAA, 84.16 μg/L). Furthermore, the yield of NDMA decreased with increasing bromide concentration, indicating that the formation of NDMA was inhibited by the high concentration of bromide.     

Influence of the composition and removal characteristics of organic matter on heavy metal distribution in compost leachates

Compost leachates were collected to investigate the influence of the composition and removal of volatile fatty acids (VFAs), humic-like substances (HSs), and dissolved organic nitrogen (DON) on heavy metal distribution during the leachate treatment process. The results showed that acetic and propionic acids accounted for 81.3 to 93.84 % of VFAs, and that these acids were removed by the anaerobic-aerobic process. Humic- and fulvic-like substances were detected by excitation–emission matrix spectroscopy coupled with parallel factor analysis, and their content significantly decreased after the anaerobic and membrane treatments. DON in compost leachates ranged from 26.53 mg L^-1 to 919.46 mg L^-1, comprised of dissolved free amino acids and the protein-like matter bound to humic- and fulvic-like substances, and was removed by the aerobic process. Correlation analysis showed that Mn, Ni, and Pb were bound to VFAs and protein-, fulvic-, and humic-like substances in the leachates. Co was primarily bound to fulvic- and humic-like matter and inorganic sulfurs, whereas Cu, Zn, and Cd interacted with inorganic sulfur.     

数字电视图像硬盘录像

本文从数字图像的特点引出图像讯号压缩技术,并介绍了不同压缩方式的特点及其最佳使用场合.同时引入统计概念来估算数字硬盘录像单位时间所需的平均容量和评估图像质量,为合理正确选用何种数字硬盘录像设备和选用何种工作方式提出了一些有益的看法.     

Removal of NOx from Flue Gas with Iron Filings Reduction Following Complex Absorption in Ferrous Chelates Aqueous Solutions

Abstract

A novel process for removal of nitrogen oxides (NO_x) from flue gases with iron filings reduction following complex absorption in iron-ethylenediaminetetraacetic acid aqueous solution is proposed. The reaction mechanism involved in the process is discussed briefly. The parameters influencing the process, including the concentration of ferrous chelates, initial pH, amount of iron filings, temperature, flow rate of the flue gas, and inlet nitric oxide concentration and oxygen content of the flue gas, are researched in detail. The optimal NO_x removal conditions are established. The regeneration and circular utilization of the absorption solution also is studied.     

不同纳米修复剂对污染土壤中胡萝卜吸收、转运Cd的影响

通过盆栽实验研究不同纳米修复剂(羟基磷灰石HAP、赤泥RM、Fe3O4、胡敏酸-Fe3O4)对2种不同污染土壤Cd吸收、转运的影响。结果表明,上述纳米修复剂均可显著增加胡萝卜植株生物量,显著提高植株Cd胁迫的耐受指数;不同土壤施用不同纳米修复剂均显著降低胡萝卜植株Cd的含量,并且随着修复剂施加浓度的增加而显著降低;与对照相比,植株茎叶Cd含量最大降低达78.8%,根中Cd的含量最大降低67.8%;添加不同修复剂能不同程度地降低了土壤中Cd的转运系数和富集系数,这可能与施用不同纳米修复剂促进了土壤中非残留态Cd向残留态Cd的转化有关,总体而言,不同纳米型修复剂对降低Cd的有效性顺序为:RM～HAP>胡敏酸-Fe3O4>Fe3O4。     

马兰黄土对Cr(Ⅲ)吸附的试验研究

为获取马兰黄土对水溶液中Cr(Ⅲ)的吸附机制.深入完善马兰黄土除Cr(Ⅲ)的理论研究,设计了等温吸附、土柱吸附、形态提取和去方解石除Cr(Ⅲ)试验.通过对试验结果的对比分析得出,马兰黄土对水溶液中Cr(Ⅲ)的吸附作用主要为方解石水解所引起的Cr(Ⅲ)吸附沉淀反应和铁锰氧化物对Cr(Ⅲ)的表面络合反应,辅以多种矿物对Cr(Ⅲ)的阳离子交换作用;马兰黄土对水溶液中Cr(Ⅲ)的等温吸附方程较符合非线性Langmuir型等温吸附方程,其吸附动力学模型较符合抛物线扩散方程.     

电厂脱硫灰烧成硫铝酸盐水泥的试验研究

电厂脱硫灰由于成分复杂和高硫高钙的特点,为其综合利用造成了很多困难.试验证明,只需添加部分CaO或CaCO2,用脱硫灰作生料即可在1 300℃左右烧成硫铝酸盐水泥.这种方式可以完全利用脱硫灰中的游离CaO,CaCO3,Ca(OH)2和含硫矿物CaSO3与CaSO4,使其转化为水泥熟料矿物,如硫铝酸钙(Ca4Al6O12SO4)、硅酸二钙(Ca2SiO4)等,还能完全利用脱硫灰中的未燃烬碳,因而能达到物尽其用,是一种全新高效的利用方式,具有广阔的应用前景.     

水体中常见无机阴离子对TiO2薄膜光催化降解甲醛的影响

选择了5种水体中常见的阴离子（Cl^-,SO4^2-,HPO4^2-/HPO4^2-,HCO3^-/CO3^2-和NO3^-）,分别考查了其对TiO2薄膜光催化降解模拟甲醛废水的反应速率的影响;从上述离子的光吸收,对.OH的捕获及其生成的相应的无机自由基的氧化作用以及与甲醛的竞争吸附3个方面讨论了上述离子影响TiO2薄膜光催化降解模拟甲醛废水的反应速率的原因。结果表明,HCO3^-/CO3^2-对TiO2薄膜光催化降解甲醛具有抑制作用,Cl^-和SO4^2-的影响不大,H2PO4^-/HPO4^2-和NO3-具有促进作用。造成上述结果的主要原因是HCO3^-/CO2^3-具有很强的.OH捕获作用;Cl^-,SO4^2-对.OH捕获作用以及竞争吸附都较弱;H2PO4^-/HPO4^2-在TiO2表面具有较强的吸附能力,释放出的H＋起到了酸催化剂的作用;NO3^-在紫外光的照射下可以产生.OH,此外NO3^-作为电子受体而降低了TiO2表面光生电子和空穴的复合几率。