基于BP神经网络优化制备Cu-Ce/TiO_2及其光催化活性研究

采用Cu和Ce对TiO2进行改性,基于正交实验设计和BP神经网络研究了Cu-Ce/TiO2中Cu-Ce对TiO2的摩尔百分数、Cu-Ce/TiO2中CuCe摩尔比及Cu-Ce/TiO2烧结温度对Cu-Ce/TiO2光催化降解甲醛溶液性能的影响.同时,对Cu-Ce/TiO2制备方案进行了优化,并运用X射线衍射仪、扫描电子显微镜和紫外-可见分光光度计对最佳条件下制备的Cu-Ce/TiO2进行表征.结果表明,优化的制备条件为Cu-Ce/TiO2中Cu-Ce对TiO2的摩尔百分数为2.88%,Cu-Ce/TiO2中Cu-Ce的摩尔比为1∶1,Cu-Ce/TiO2的烧结温度为570℃.共掺杂Cu离子和Ce离子能有效避免掺杂TiO2晶格内部表层和近表层产生较多的位错,从而抑制晶格畸变增大;诱导TiO2中锐钛矿型晶体向金红石型晶体转变的能力增强,有效抑制电子-空穴对的复合,产生介电局域效应.     

基于SPEI的云南中部区域干旱时空变化特征分析

利用云南中部地区1961~2010年逐月降水和气温资料,采用降水距平百分率和历史旱情资料验证了标准化降水蒸散指数(Standardized Precipitation Evapotranspiration Index,SPEI)在该地区的适用性,并采用Mann-kendall突变检验、Morlet小波和经验正交函数(Empirical Orthogonal Function,EOF)等方法,分析了该地区干旱的时空演变特征,结果表明:(1)SPEI与降水距平百分率在时空上具有很好的相关性,验证了SPEI对降水变化的敏感性;(2)SPEI指数与历史旱情资料比较吻合,能够有效地反映云南中部区域的干旱特征;(3)年均SPEI呈波动下降趋势,干季SPEI降低趋势明显。年均SPEI存在着24a的主周期和9a的次周期,并于1977年发生了突变,此后开始降低,在整体上呈现出干旱化的趋势;(4)从SPEI的空间分布特征来看,其在整体上受大尺度气候系统的影响表现出一致的下降趋势,而在区域内部则表现出东南-西北(干热河谷)的反向结构差异。     

Impact of leakage location and downwind storage tank on the gas dispersion in a typical chemical tank storage area

Toxic gas leakage in a tank area can have catastrophic consequences. Storage tank leakage location (particularly for high leakage) and downwind storage tanks potentially influence gas diffusion in tank areas. In this study, we developed a numerical and experimental method to investigate the impact of a high leakage location and downwind storage tank on gas diffusion based on three (1.05H, 0.90H, and 0.77H, H was the tank height, 22m) leakage field experiments on the leeward side of storage tank, which have been not conducted before. The experiments revealed an unexpected phenomenon: the maximum ground concentration first decreased and then increased with increasing leakage height. The simulations illustrated that the differences in micrometeorological conditions caused the maximum ground concentration of gas emitted from the roof to be higher than that emitted from the tank wall near the storage tank height. The downwind storage tank 1) had little influence on the entire diffusion direction but altered the local diffusion pattern; 2) reduced the maximum ground concentration (∼18.7%) and the distance from the emission source (approximately a storage tank diameter); and 3) had strong influences on the concentration, velocity, turbulence, and pressure on the leeward side. The concentration negatively correlated with the velocity, pressure, and turbulence in the middle of the two storage tanks on wind centerline. Our results can improve understanding of gas dispersion in tank areas and provide references for mitigating loss and protecting lives during emergency response processes.     

重金属铜在砂质壤土土柱中运移的数值模拟

通过室内土柱出流实验,分析了重金属离子铜在饱和砂质壤土中的运移行为,发现高浓度的入流液有利于铜离子的运移。同时借助于软件包CXTFIT,用确定性平衡模型和非平衡两区模型对铜离子的出流动态进行了拟合,并预测了土柱不同深度处铜离子浓度随时间的变化过程。结果表明,室内饱和均质条件下,应用确定性平衡模型拟合参数模拟精度要高于非平衡两区模型,可以不用考虑不动水体对铜离子运移的影响。     

SPME-G C法测试TCE、PCE条件的正交优化试验研究

运用正交设计方法对SPME-GC法测试三氯乙烯、四氯乙烯的固相微萃取条件进行优化。首先选择样品量、NaCl用量、萃取温度、萃取时间、解析温度等因素,设计5因素3水平正交试验方案。分析数据得到优化条件为NaCl用量30 g/L,萃取温度25℃,解析温度210℃,同时得出样品量与萃取时间是对试验结果具有显著意义的影响因素,采用二次回归正交组合设计试验对其进一步优化,并对结果进行回归分析,得到最优条件为样品量为5.5 mL,萃取时间为20.13 min。     

银、钕掺杂TiO_2催化光解甲基橙的实验研究

实验用水热合成法制备出银、钕掺杂TiO2催化剂粉体,然后以高压汞灯为光源,掺杂TiO2催化剂粉体为光化降解催化剂,探究对甲基橙模拟印染废水光催化分解的效果。光解实验研究采用正交设计法,以模拟废水浓度、催化剂用量、光照时间以及pH为因素,各因素选取4个水平,对催化光解甲基橙染料的降解率进行评价。分析结果表明:银、钕掺杂TiO2催化剂对甲基橙光化降解有良好的效果,最佳实验条件为:溶液pH为5,甲基橙的初始质量浓度为2 mg/L,催化剂投加量60 mg/L和光照时间80 min。在最佳条件下,连续光照8 h后甲基橙的降解率达到92%以上。     

舟山高浊度海水混凝除浊研究

测定了舟山高浊度海水悬浮物的粒度分布,分析了高浊度海水自由沉降特性,选用氯化铁(FeCl)3、聚合氯化铁(PFC)、聚合硫酸铁(PFS)3种混凝剂,利用正交试验方法对高浊度海水进行混凝沉淀对比试验,采用极差分析方法研究了影响混凝效果的因素。试验结果表明:舟山海域悬浮物组成以粉砂为主,用自然沉降的方法是很难去除;各因素对浊度去除率影响的主次顺序均为:慢搅时间>慢搅速度>快搅时间>快搅速度;对于高浊度海水混凝除浊最佳水力条件为:快搅时间为2 min,快搅速度为300 r/min,慢搅时间为15 min,慢搅速度为60 r/min;聚合硫酸铁是较理想的絮凝剂,最佳投药量范围在15～25 mg/L,对浊度去除率高达99%以上。     

Impact of mining activities on soils in a semi-arid environment: Sierra Almagrera district, SE Spain

Field and laboratory-column studies were undertaken in order to investigate soil contamination derived from past mining activity in the Sierra Almagrera (SA) district in southeast Spain. The tailings, soil and sediment samples that were collected showed high concentrations of Ag, As, Ba, Cu, Pb, Sb and Zn when analyzed. The mean concentrations of these elements in the tailings were 29.8, 285.4, 54000, 57.7, 2687.5, 179.0 and 2269.0 ppm, respectively. In the soil samples these decreased to 14.3, 96.9, 24700, 37.5, 1859.1, 168.5 and 815.7 ppm, respectively. Geochemical analyses demonstrated high levels of As, Pb and Zn which were above the intervention values set forth in the Andalusian Regulations for Contaminated Soils for As (>50 ppm), Pb (>500 ppm) and Zn (>2000 ppm). Column experiments and mineralogical studies suggest that the dissolution of sulfates and other secondary phases, accumulated in soils and waste-sites during the dry season, acts to control the mobility of metals. The elution curves obtained from column experiments showed a mobilization of Ba, Cu, Pb and Zn, while a low mobility was seen for Ag, As and Sb.     

报废梯黑铝装药提取制备硫酸铝工艺研究

为回收梯黑铝混合装药中的铝,通过单因素试验及五因素四水平正交试验对提取工艺进行优化。结果表明,五因素影响顺序为:酸液浓度>颗粒尺寸>反应温度>液固比>反应时间;提取最佳工艺条件为:酸液浓度0.8 mol/L,炸药颗粒尺寸40~50目,反应温度45℃,液固比13 mL/g,反应时间90 min;所得硫酸铝产品品质较优。