Progress in developing an ANN model for air pollution index forecast

An air pollution index (API) reporting system is introduced to selected cities of China for public communication on air quality data. Shanghai is the first city in China providing daily average API reports and forecasts. This paper describes the development of an artificial neural network (ANN) model for the API forecasting in Shanghai. It is a multiple layer perceptron (MLP) network, with meteorological forecasting data as the main input, to output the next day average API values. However, the initial version of the MLP model did not work well. To improve the model, a series of tests were conducted with respect to the training method and structure optimization. Based on the test results, the training algorithm was modified and a new model was built. The new model is now being used in Shanghai for API forecasting. Its performance is shown reasonably well in comparison with observation. The application of the old model was only weakly correlated with observation. In 1-year application, the correlation coefficients were 0.2314, 0.1022 and 0.1710 for TSP, SO₂ and NO_x, respectively. But for the new model, for over 8 months application, the correlation coefficients are raised to 0.6056, 0.6993 and 0.6300 for PM₁₀, SO₂, and NO₂. Further, the new algorithm does not rely on manpower intervention so that it is now being applied in several other Chinese cities with quite different meteorological conditions. The structure of the model and the application results are presented in this paper and also the problems to be further studied.     

缺氧反硝化-好氧串联系统对难降解PVA退浆废水的试验研究

研究了投加硝态氮NO3^--N对缺氧反硝化-好氧和缺氧水解-好氧串联系统处理印染PVA退浆废水的效果。结果表明，缺氧反硝化投加硝态氮NO3^--N比缺氧水解-好氧对CODCr的去除率在缺氧池、好氧池中均提高了30％，缺氧反硝化-好氧工艺二沉池出水经生物碳处理后，CODCr，的去除率达90％。C：N：P的比例合适与否是处理印染PVA退浆废水成功的关键。     

印染废水混凝脱色技术的分子结构基础

印染废水的混凝脱色效果取决于染料分子的分子结构及其在水中的分子分散状态和染料的染色机制。大量研究结果表明，所选用的染料分子的分子结构决定了印染废水混凝脱色技术的混凝机制和混凝效果，合成絮凝剂与选择絮凝剂应充分考虑染料分子的分子结构与空间构型。     

生物法降解低浓度含甲苯废气的研究

筛选出以甲苯为唯一碳源的高效降解甲苯的假单孢菌Pseudmonas sp.ZD5，并设计生物滤池装置，研究了温度为10－50℃、相对湿度为50％－80％、人口甲苯浓度为1000－4500mg/m^3、气流量为0.3-0.7m^3/h的操作条件对甲苯降解率的影响，得出甲苯最高降解率为89.7%，表明此细菌降解低浓度甲苯废气有较好的效果。     

大量三价铬中微量六价铬的分离和测定

研究了大量 Cr( )中微量 Cr( )的分离和测定方法 ,该方法灵敏度高 ,干扰少 ,摩尔吸光系数为 1.6× 10 5L /( m ol·cm )。最佳线性范围 0～ 1.0 m g/L ,检出限为 0 .0 0 2 m g/L。     

Influence of metal oxides on PCDD/Fs formation from pentachlorophenol

Chlorophenols (ClPhs) are considered as important precursors for PCDD/Fs formation. The influences of series of metal oxides including MgO, Al2O3, CaO, BaO, TiO2, V2O5, MnO2, Fe2O3, Co3O4, CuO, Ag2O, ZnO, HgO, SnO, PbO, La2O3, CeO2, and Eu2O3 on PCDD/Fs formation from pentachlorophenol (PCP) were investigated in a laboratory-scale reactor. The results indicated that most of the above metal oxides have obvious suppressing effects on the total amount of PCDD/Fs formation from precursor PCP except for CuO, ZnO, MnO2, TiO2 and Co3O4 with promotion effects at 280 degrees C for 2 h. Although MgO, Al2O3, Fe2O3, PbO, La2O3 and Eu2O3 could reduce the amount of octachlorinated dibenzo-p-dioxin (OCDD), they promote the formation of more toxic 1,2,3,4,6,7,8-HpCDD at the same time. The total suppressing efficiencies of several metal oxides including CaO, BaO, PbO, Ag2O, HgO and SnO which have lower Z/r (charge to radius ratio) <2 are all over 90%. The theories of generalized acid-base and atomic parameter (Z/r) were used to speculate the effecting mechanisms. The factors including time and temperature on suppressing efficiencies of CaO, BaO and PbO have also been studied in the present paper. The results showed that the total suppressing efficiencies of CaO, BaO and PbO increase with the increase of heated time and temperature.     

固相微萃取气相色谱法测定水样中的苯胺、吡啶

应用PDMS/DVB固相微萃取探头,结合GC/FID测定水中的苯胺、吡啶.优化了萃取温度、萃取平衡时间、pH等条件.该方法对苯胺和吡啶的检测限分别为0.050、0.065 mg/L,相对标准偏差6.44%～8.67%,具有快速、准确和方便等优点.     

多循环CCRs法在分离燃煤锅炉尾部烟气中CO2方面的应用

随着温室效应和全球变暖的加剧,煤燃烧所排出的CO2作为引起温室效应的主要气体而引起人们的密切关注.由于燃煤锅炉所排放的尾气中所含的CO2的体积份额低、排放量大,而且处于微负压状态,因此目前控制和分离吸收CO2的方法,包括各类吸收法、吸附法、膜分离法和O2/CO2燃烧技术等,能够经济可行地适用于电力工业燃煤锅炉尾部烟气中CO2分离的方法非常少.与上述各类方法相比,钙基吸收剂CCRs(calcination/carbonation reactions)法是一种新兴的经济可行的分离燃煤锅炉尾部烟气中CO2的方法.对采用该法时,吸收剂的选择、吸收剂在多次CCRs过程中结构特点的变化、提高吸收剂对CO2的吸收容量以及防止吸收剂反应性的衰减等方面进行了详细的阐述.     

活性炭纤维吸附废水中对硝基苯酚及其脱附研究

采用新型高效吸附剂——活性炭纤维吸附废水中对硝基苯酚，对其吸附和脱附影响因素进行了较详细的研究，确定了最佳工艺参数，并对动态吸附一脱附进行了稳定性实验。在最佳的吸附条件下，装填4g活性炭纤维可处理含对硝基苯酚1000mg/L的废水1400mL，出水对硝基苯酚浓度〈2mg／L，达到国家综合污水一级排放标准，活性炭纤维有效吸附量可达349．87mg／g。在最佳脱附条件下，脱附率〉99％，并可从高浓度脱附液中回收对硝基苯酚。稳定性实验表明，吸附-脱附性能稳定，采用活性炭纤维吸附处理对硝基苯酚废水是一种行之有效的处理方法。     

高铁铝矾土制备聚合氯化铝铁及其在污水处理中的应用研究

利用含铁的低品位铝矾土为主要原料,添加适量铝酸钙粉,制备出絮凝剂聚合氯化铝铁.制备方法为酸溶两步法.对影响聚合铝铁制备的因素,如盐酸浓度、盐酸用量、温度和铝酸钙粉用量等进行了系统研究,得到了制备聚合铝铁的优化条件,同时将该絮凝剂用于实际工业污水的处理.研究结果表明：制备的絮凝剂絮凝效果明显优于一些传统的絮凝剂;不仅具有去浊性能好、沉降快的优点,而且具有原料易得,制备成本低的优势.