融合Lamb-Jenkinson分型法和LSTM神经网络的PM2.5预测研究

文章采用NCEP/NCAR逐日海平面气压场资料,利用Lamb-Jenkinson环流分型法对张家口大气环流进行分型,分析环流型与PM_(2.5)质量浓度之间的关系,并针对PM_(2.5)浓度的预测,提出一种融合Lamb-Jenkinson环流分型和LSTM神经网络混合模型的方法,即以环流指数为预测因子基于LSTM方法搭建PM_(2.5)质量浓度的预测模型。结果表明:影响张家口地区的主要环流型有反气旋型、气旋型、偏北平直型、西南平直型、偏西平直型、东北平直型等、西北平直型、偏东平直型。PM_(2.5)污染日出现的主要环流型为南气旋平直型、东南平直型、偏南平直型、偏东气旋型、西南气旋平直型、偏东平直型、气旋型等,而反气旋型和反气旋式平直环流型不利于污染出现。张家口地区的PM_(2.5)污染与地面环流有着密切的联系,当存在PM_(2.5)污染时,张家口地区处于日本海高压后部的均压场区域,污染越严重,日本海高压中心强度越强。模型预测结果的均方根误差为9.88、平均绝对误差为5.84、拟合优度达0.80,表明该模型具有一定的预报能力。     

Rapidly eliminating pathogenic microorganisms in large air space using spraying *OH radicals

A new method for rapidly eliminating pathogenic microorganisms in large air space using spraying *OH radicals is presented in this paper With a physical method of strong electric-field discharge, large numbers of *OH radicals were produced by the oxygen activated particles of O2+, O(1D), O(3P), etc., and the introducing reagent HO2-. The gram-positive bacteria Bacillus subtilis, the gram-negative bacteria Serratia marcescens, and Bacillus spores were used for the eliminating experiments. Results show that the different microorganisms were rapidly killed by *OH radicals with a concentration of 0.8 mg/L and spraying density of 21 microL/m2 within 4 sec. Cell morphological changes were also observed under microscope. The cells of B. subtilis and Bacillus spores in their cellular wall, cellular membrane, or cell protoplasm were greatly destroyed when being exposed to a killing dosage of *OH radicals.     

羟基自由基氧化降解水中土臭素的效率与机制

土臭素(Geosmin,GSM)是一种由蓝绿藻及放线菌产生,具有令人讨厌土霉味的化合物.地表水中存在土臭素,尽管量少,但因传统水处理工艺难以去除,大大降低了饮用水的感官质量.本文采用大气压强电场电离放电结合水力射流空化方式制备的羟基自由基(Hydroxyl radicals,·OH)对水中GSM进行氧化降解,研究了氧化剂投加剂量、接触时间因素的影响,并根据气相色谱-质谱(GC-MS)全扫描获取的中间产物探讨了·OH氧化降解GSM的机制.实验结果表明:当氧化剂投加剂量为0.8 mg·L~(-1),管路中接触反应6 s,可把初始浓度100 ng·L~(-1)的GSM降解到10 ng·L~(-1)以下;提高氧化剂投加量至2.6 mg·L~(-1),接触反应180 s,可氧化降解500 ng·L~(-1)的GSM至10 ng·L~(-1)以下,达到我国《生活饮用水卫生标准》(GB5749—2006).在GSM水样中加入叔丁醇(Tertiary butyl alcohol,TBA)·OH淬灭剂,GSM氧化降解效果明显降低,间接证明了降解GSM的主要物质为·OH.对氧化降解GSM的中间产物分析表明·OH可以破坏GSM双环结构并最终将其矿化成CO_2和H_2O.     

膜基活化溶液中活化剂在回收温室气体CO2过程中的作用

将AMP和PZ作为活化剂添加于MDEA溶液中,形成活化溶液,研究了膜基活化溶液回收温室气体CO2性能,着重考察活化剂的活化作用和对膜接触器传质加强的影响,提出一个活化机理来解释活化现象,建立了阻力层方程模型,并模拟膜基活化溶液回收CO2的传质过程。结果表明,活化剂对膜接触器传质的加强起到重要作用,具有双氨基环状结构的PZ对传质的加强作用高于具有空间位阻结构的AMP;活化溶液的CO2回收率和传质通量明显高于未活化的MDEA溶液,活化性能PZ〉AMP;活化剂的活化效应与分子结构有关;流体力学的改变对传质的影响有限,活化剂的反应动力学对传质的加强起主导作用;阻力层方程模型能较好地模拟膜基活化溶液回收CO2传质过程,传质通量和总传质系数的模型值与实验值符合较好。     

大弹弹体冲压工艺CAD系统开发

此文论述了大弹弹体冲压工艺计算机辅助设计的主要思想和结构框架,对进一步开发弹体制造CAD/CAM技术提高了具体线索和思路。     

高能等离子体分解CO_2气体研究

为治理温室气体ＣＯ_２，本工作在低温常压条件下，利用超高压脉冲电晕放电产生的高能量（２０～５０ｅＶ）非平衡等离子体作用于ＣＯ_２气体分子，使ＣＯ_２分子化学结合键断裂，在定向化学反应作用下，将ＣＯ_２气体分解成单原子气体分子Ｏ_２和单质固体微粒Ｃ。ＣＯ_２分解率在９０％以上。     

南京市大气PM2.5无机组分及对A549细胞的毒性效应

为研究不同来源的大气颗粒物中PM_2.5对人体的健康毒性效应,于2016年1-3月在南京市交通源区、化工园区、生活区等代表性站点分别采集PM_2.5样品,分析其水溶性离子和金属元素含量,并以PM_2.5对人体肺上皮细胞A549染毒24 h,研究暴露于不同来源颗粒物后的细胞活性和氧化损伤程度.结果表明:交通源区和化工园区日均ρ（PM_2.5）远高于生活区,3个区域均含有大量二次污染物,其中SO₄2-、NO₃-和NH₄+占PM_2.5总离子质量的80.6%~85.0%.交通源区PM_2.5中w（Zn）较高,主要来源于燃料燃烧和柴油发动机排放;而化工园区PM_2.5中w（Cu）、w（Pb）和w（Mn）均高于其他站点.将PM_2.5染毒剂量设定为50、100、200、400 μg/mL,各站点颗粒物均显著抑制A549细胞的存活率,并呈剂量-效应关系,化工园区对细胞存活率的半抑制浓度（IC₅₀=229.1 μg/mL）最低,而在高暴露浓度（200 μg/mL）下化工园区诱导产生的活性氧（ROS）最少.因此,南京地区主要受二次污染影响,机动车污染正在加剧;化工园区的颗粒物具有较大的细胞毒性,而较低的氧化损伤程度可能与该站点颗粒物中较低的w（Zn）以及测试暴露时间有关.      

Kinetic study of the removal of dimethyl phthalate from an aqueous solution using an anion exchange resin

Phthalate acid esters are becoming an important class of pollutants in wastewaters. This study addresses the kinetics of removal of dimethyl phthalate (DMP) using the anion exchange resin D201-OH from an aqueous solution. The effects of various factors on the removal rate and efficiency were investigated. An overall initial removal rate (OIRR) law and a pseudo first-order kinetic (PFOK) model were also developed. The internal diffusion of DMP within the resin phase of D201-OH is the rate-controlling step. Optimization of the particle size and pore structure of the resin D201-OH, the DMP concentration, and the reaction temperature can improve the DMP removal rate. The hydrolysis reaction of DMP catalyzed by D201-OH indicates an overall reaction order of 1.76, a value that is between the first order and the second order. The apparent activation energy of the reaction is 34.6 kJ/mol, which is below the homogeneous alkaline hydrolysis activation energy of 44.3 kJ/mol. The OIRR law can quantify the initial removal rate under different conditions. The results also show that the theoretical DMP removal efficiency predicted by the PFOK model agrees well with the experimentally determined values. Our research provides valuable insights into the primary parameters influencing the kinetic process, which enables a focused improvement in the removal or hydrolysis rate for similar processes.     

Removal of SO2 from simulated flue gases using non-thermal plasma-based microgap discharge

The removal of sulfur dioxide (SO2) from simulated flue gases streams (N2/O2/H2O/SO2) was experimentally investigated using microgap discharge. In the experiment, the thinner dielectric layers of aluminum oxide (Al2O3) were used to form the microgap discharge. With this physical method, a high concentration of hydroxyl (OH*) radicals were produced using the ionization of O2 and H2O to further the conversion of SO2 into sulfuric acid (H2SO4) at 120 degrees C in the absence of any catalysts and absorbents, which were captured with the electrostatic precipitator (ESP). As a result, the increase of discharge power and concentrations of O2 and H2O increased the production of OH. radicals resulting in enhanced removal of SO2 from gas streams. With the test and analysis, a number of H2SO4 droplets were produced in experiment. Therefore, a new method for removal of SO2 in semidry method without ammonia (NH3) additive was found.     

加氨脱除SO_2过程的铵盐回收研究

论述了加入NH_3的热化学脱除硫过程,以及湿度、NH_3/SO_2摩尔比、温度对铵盐回收率的影响规律。从中发现当湿度大于17％RH、NH_3/SO_2摩尔比大于2时,对铵盐回收率影响不大。然而气体的对铵盐回收率影响甚大,当温度高于54℃时用电收尘器收集时铵盐回收率低于10％;温度在30℃左右时,铵盐回收率高达90％以上。解决了热化学干法脱硫的铵盐回收难点。