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.     

1000MW机组临时调试电源的设计

针对1000 MW机组临时调试电源变压器容量选择问题,依据调试工艺方案,合理选择工况点,提出了一种轴功率法和负荷系数法相结合的临时调试电源计算方法,有效地解决了负荷匹配问题。应用结果表明:选择的临时调试变压器满足不同调试阶段负荷对电源容量的要求,可以为其它类似工程的临时调试电源容量设计提供参考。     

秸秆添加对厨余垃圾堆肥时H_2S和NH_3排放的影响

厨余垃圾堆肥过程中NH3和H2S的排放不但降低了堆肥的养分含量,而且会引发严重的恶臭。以厨余垃圾为研究对象,以玉米秸秆为膨松剂,设置5%、10%、15%、20%(质量分数)4个添加比例(湿基)的堆肥处理,研究秸秆添加量对厨余垃圾堆肥过程中H2S和NH3排放的影响。结果表明:从温度来看,仅T4处理未达到无害化和腐熟的要求。氧气不足是造成H2S排放的主要原因,4个堆肥处理的H2S主要集中在前2周排放,随着秸秆添加量的增加,H2S的排放量逐渐降低。与T1处理相比,T2、T3、T4的H2S累积排放量分别降低了35.5%、44.7%、64.2%。各处理NH3的排放趋势与H2S类似,高温期为NH3释放的关键时期,NH3累积释放量占总释放量的62.2%~72.2%,与T1处理相比,T2、T3和T4的NH3累积排放量分别降低了36.9%、45.2%、76.3%。由此可见,添加适量的玉米秸秆不但能促进厨余垃圾堆肥的进行,明显降低堆肥过程中H2S和NH3的排放,而且可以实现玉米秸秆的资源化利用。     

内蒙古未利用地工业开发对大气环境的影响研究

预测了内蒙古各盟市未利用地工业开发利用过程中以SO2排放为代表的有害气体对大气环境的影响,研究显示,2014—2018年间SO2排放量随着开发面积的增加而增长,单位面积SO2排放量呈逐年线性递减,新增加开发排入大气中SO2的总量呈增加趋势。同时规划期内SO2对区域空气质量的影响与SO2的排放总量呈正相关。新增工业产生的SO2排放导致5个盟市大气SO2浓度超标。     

臭氧/TiO_2纳米管工艺处理水中2,4-二氯酚的效能研究

采用水热合成法制备TiO2纳米材料,用BET、XRD、TEM技术对样品进行表征,结果表明,制备出来的样品均为纳米管,随着煅烧温度的增加,晶型从锐钛矿变成金红石相。实验考察了体系参数对臭氧/TiO2纳米管工艺降解2,4-二氯酚废水影响,结果表明:随着臭氧投加量的增加,废水COD的去除效率随之增加,初始浓度的增加会抑制降解效率,中性或弱碱性水环境有利于反应的进行。另外,通过研究叔丁醇对反应体系的影响,表明实验反应遵循羟基自由基的反应机理。     

臭氧-生物滤池组合工艺深度处理石化废水中试

采用臭氧-生物滤池对石化厂二级出水进行深度处理,研究臭氧对废水COD的去除效果,废水中有机物相对分子质量及荧光物质含量的影响。研究结果表明投加O3后出水COD明显下降,臭氧投加量为20 mg/L,接触时间为15 min,臭氧能有效将大分子有机物转化为小分子物质。使相对分子质量为2.5×103~3.5×103的有机物所占比例由28.46%下降至23.45%,稳定运行时,臭氧-生物滤池对COD平均去除率为47%。     

Enhanced bio-decolorization of 1-amino-4-bromoanthraquinone-2-sulfonic acid by Sphingomonas xenophaga with nutrient amendment

Bacterial decolorization of anthraquinone dye intermediates is a slow process under aerobic conditions. To speed up the process, in the present study, effects of various nutrients on 1-amino-4-bromoanthraquinone-2-sulfonic acid (ABAS) decolorization by Sphingomonas xenophaga QYY were investigated. The results showed that peptone, yeast extract and casamino acid amendments promoted ABAS bio-decolorization. In particular, the addition of peptone and casamino acids could improve the decolorization activity of strain QYY. Further experiments showed that L-proline had a more significant accelerating effect on ABAS decolorization compared with other amino acids. L-Proline not only supported cell growth, but also significantly increased the decolorization activity of strain QYY. Membrane proteins of strain QYY exhibited ABAS decolorization activities in the presence of L-proline or reduced nicotinamide adenine dinucleotide, while this behavior was not observed in the presence of other amino acids. Moreover, the positive correlation between L-proline concentration and the decolorization activity of membrane proteins was observed, indicating that L-proline plays an important role in ABAS decolorization. The above findings provide us not only a novel insight into bacterial ABAS decolorization, but also an L-proline-supplemented bioaugmentation strategy for enhancing ABAS bio-decolorization.     

Mg2+ improves biomass production from soybean wastewater using purple non-sulfur bacteria

Soybean wastewater was used to generate biomass resource by use of purple non-sulfur bacteria (PNSB). This study investigated the enhancement of PNSB cell accumulation in wastewater by Mg²⁺ under the light-anaerobic condition. Results showed that with the optimal Mg²⁺ dosage of 10 mg/L, biomass production was improved by 70% to 3630 mg/L, and biomass yield also was improved by 60%. Chemical Oxygen Demand (COD) removal reached above 86% and hydraulic retention time was shortened from 96 to 72 hr. The mechanism analysis indicated that Mg²⁺ could promote the content of bacteriochlorophyll in photosynthesis because Mg²⁺ is the bacteriochlorophyll active center, and thus improved adenosine triphosphate (ATP) production. An increase of ATP production enhanced the conversion of organic matter in wastewater into PNSB cell materials (biomass yield) and COD removal, leading to more biomass production. With 10 mg/L Mg²⁺, bacteriochlorophyll content and ATP production were improved by 60% and 33% respectively.     

Applying a new method for direct collection, volume quantification and determination of N2 emission from water

The emission of N₂ is important to remove excess N from lakes, ponds, and wetlands. To investigate the gas emission from water, Gao et al. (2013) developed a new method using a bubble trap device to collect gas samples from waters. However, the determination accuracy of sampling volume and gas component concentration was still debatable. In this study, the method was optimized for in situ sampling, accurate volume measurement and direct injection to a gas chromatograph for the analysis of N₂ and other gases. By the optimized new method, the recovery rate for N₂ was 100.28% on average; the mean coefficient of determination (R²) was 0.9997; the limit of detection was 0.02%. We further assessed the effects of the new method, bottle full of water, vs. vacuum bag and vacuum vial methods, on variations of N₂ concentration as influenced by sample storage times of 1, 2, 3, 5, and 7 days at constant temperature of 15°C, using indices of averaged relative peak area (%) in comparison with the averaged relative peak area of each method at 0 day. The indices of the bottle full of water method were the lowest (99.5%-108.5%) compared to the indices of vacuum bag and vacuum vial methods (119%-217%). Meanwhile, the gas chromatograph determination of other gas components (O₂, CH₄, and N₂O) was also accurate. The new method was an alternative way to investigate N₂ released from various kinds of aquatic ecosystems.     

Acid-assisted hydrothermal synthesis of nanocrystalline TiO2 from titanate nanotubes: Influence of acids on the photodegradation of gaseous toluene

In order to efficiently remove volatile organic compounds (VOCs) from indoor air, onedimensional titanate nanotubes (TiNTs) were hydrothermally treated to prepare TiO₂ nanocrystals with different crystalline phases, shapes and sizes. The influences of various acids such as CH₃COOH, HNO₃, HCl, HF and H₂SO₄ used in the treatment were separately compared to optimize the performance of the TiO₂ nanocrystals. Comparedwith the strong and corrosive inorganic acids, CH₃COOH was not only safer andmore environmentally friendly, but also more efficient in promoting the photocatalytic activity of the obtained TiO₂. Itwasobserved that the anatase TiO₂ synthesized in 15 mol/L CH₃COOH solution exhibited the highest photodegradation rate of gaseous toluene (94%), exceeding that of P25 (44%) by a factor ofmore than two. The improved photocatalytic activity was attributed to the small crystallite size and surface modification by CH₃COOH. The influence of relative humidity (20%-80%) on the performance of TiO₂ nanocrystals was also studied. The anatase TiO₂ synthesized in 15 mol/L CH₃COOH solution was more tolerant tomoisture than the other TiO₂ nanocrystals and P25.