基于BP神经网络的二元混合液体自燃温度预测

为了给工业界提供一种快速预测二元混合液体自燃温度的有效途径,将试验所测不同组分及配比的168个二元混合液体的自燃温度作为期望输出,将基于电性拓扑状态指数(ETSI)理论、引入混合ETSI概念而计算出的9种原子类型所对应的混合ETSI作为输入,采用三层BP神经网络技术建立了根据原子类型混合ETSI来预测混合液体自燃温度的BP神经网络模型,并应用改进的Garson算法进行多参数敏感性分析。经模型评价验证及稳定性分析,得到训练集的决定系数R2为0.965,平均绝对误差MAE为11.892 K,测试集的交叉验证系数Q2ext为0.923,平均绝对误差MAE为15.530 K,发现该模型的预测性能优于已有的多元非线性回归(MNR)模型,表明BP神经网络模型具有较好的拟合能力和预测能力,对烷、醇类混合体系自燃温度的预测精度最佳。     

浙江南麂海域双壳贝类的腹泻性贝毒分析

为了研究腹泻性贝毒(diarrhetic shellfish poisoning,DSP)在我国浙江南麂海域的分布,于2006年4月～2007年3月在浙江南麂海域的主要水产养殖区设立了六个采样点,以厚壳贻贝、条纹隔贻贝、紫贻贝、虾夷扇贝、太平洋牡蛎、野生牡蛎为对象逐月采样,用小白鼠生物测定法进行腹泻性贝毒测定。结果显示,南麂海域DSP检出率和超标率都较高,分别达到了63.3%和56.7%;DSP检出率和超标率在夏季最高,冬季最低;DSP地理分布范围较广,几乎包括了整个南麂海域;易于积累DSP的主要贝类为养殖的虾夷扇贝和紫贻贝,野生的牡蛎、条纹隔贻贝和厚壳贻贝。     

Range of ecological impact of highway construction in the Longitudinal Range-Gorge Region, China

The major features of different road sections were identified. Methods quantitatively determining the ecological impact of highway construction were discussed, and a demonstration was presented. The Dabao highway (from Dali to Baoshan) and the Sixiao highway (from Simao to Xiaomengyang) passing through the Longitudinal Range-Gorge Region were used as examples in this paper. For the normal road sections having no important species to protect, a method of ecosystem health assessment was introduced to calculate the overall range of the ecological impact of highway construction. For the road sections having plants or soils of interest, indexes were selected and the range of impact was determined using mathematical methods such as regression analysis and variance analysis. The range of impact on animal populations was also discussed in terms of the minimum living areas required by animal populations and the fragmentation caused by highway construction. The results indicate that the zones impacted by highway construction were composed of both regular and anomalous figures, the range of impacts for different landforms of the two sample highways were substantially different; highway construction had dramatic effects on roadside ecosystem health; the impact on soil factors of farmland was greater than 200 m, and the distance may exceed 1000 m when important large animals were considered.     

宏观市场环境对BOT模式投资污水处理行业的影响研究

污水处理BOT投资模式是一种国际流行的公共基础设施建设融资方式。鉴于国内污水处理市场化程度较低、污水处理率及处理效率不高等压力,政府正通过调整行业政策,不断鼓励社会资本以BOT模式进入污水处理行业。污水处理市场前景与商机方面,中国污水处理市场发展空间巨大。市场环境方面,宏观经济发展速度对污水处理行业发展的影响不大;中国各项产业政策均有利于污水处理市场化发展;而且行业综合风险较低。投资收益方面,市政公用设施的性质特点,决定了污水处理行业投资收益率不高但长期稳定。总结来看,宏观市场环境将越来越有利于以BOT模式投资污水处理市场,BOT模式投资是可行的。     

A mini-microbial fuel cell for voltage testing of exoelectrogenic bacteria

Current methods for testing the electricity generation capacity of isolates are time- and labor-consuming. This paper presents a rapid voltage testing system of exoelectrogenic bacteria called Quickscreen, which is based on a microliter microbial fuel cell (MFC). Geobacter sulfurreducens and Shewanella baltica were used as the model exoelectrogenic bacteria; Escherichia coli that cannot generate electricity was used as a negative control. It was found that the electricity generation capacity of the isolates could be determined within about five hours by using Quickscreen, and that its time was relatively rapid compared with the time needed by using larger MFCs. A parallel, stable, and low background voltage was achieved using titanium as a current collector in the blank run. The external resistance had little impact on the blank run during the initial period. The cathode with a five-hole configuration, used to hydrate the carbon cathode, gave higher cathode potential than that with a one-hole configuration. Steady discharge and current interrupt methods showed that the anode mostly contributed to the large internal resistance of the Quickscreen system. However, the addition of graphite felt decreased the resistance from 18 to 5 kΩ. This device was proved to be useful to rapidly evaluate the electricity generation capacity of different bacteria.     

地表水环境的灰色聚类分析

在环境质量评价中,环境系统包含的信息是不完全的和非确定性的,因此环境系统是一个灰色系统。传统的评价方法已不能满足要求,灰色聚类分析方法正是考虑了环境系统这一特点,因此现已被成功地运用于环境质量评价中。采用灰色聚类分析对西安某河流进行评价,并运用主成分分析各年之间的污染程度以及各污染指标之间相互关系,有效地提取了信息。     

某校区路面径流污染特性和控制措施的研究

以某校区的水体（A水库、B湖）为受纳水体,对降雨产生的路面径流及A水库和B湖水体进行采样,水质分析项目分别为pH、COD（化学需氧量）、SS（悬浮物）、TN（总氮）、TP（总磷）。以COD、SS作为主要的水质分析项目进行比较分析,确定路面降雨径流污染的主要特征,径流污染对校园水库、湖泊水质的影响。经过比较分析,提出采用植被控制法作为该校区路面径流污染控制措施对受纳水体进行保护。     

氢气还原海绵铁去除水体中硝酸盐的研究

利用小球烧结和氢气还原工艺制备了粒径1mm～5mm的多孔性球形海绵铁,对球形海绵铁去除水体中硝酸盐的效率及去除动力学进行了研究。结果表明:溶液初始pH值对硝酸盐去除效率的影响显著,初始pH值小于3时,硝酸盐的去除率随溶液初始pH的增加而逐渐降低;初始pH值大于3时,硝酸盐的去除率又随之升高。硝酸盐浓度低于10mgN/L时,硝酸盐去除率随着硝酸盐初始浓度的增加而增加,硝酸盐的残余量保持在0.4mgN/L左右;硝酸盐浓度高于20mgN/L时,硝酸盐的去除率随初始硝酸盐浓度的增加而略有降低。球形海绵铁去除硝酸盐为一级动力学反应,反应级数为0.970～1.378,表观反应速率常数为0.314h-1～0.536h-1。海绵铁还原硝酸盐的主要产物为氨氮,随着还原反应的进行,溶液pH值快速增加,氨氮以分子态氨的形式从水中逸出。进行归纳总结和对比,并以多环芳烃的提取为例列举了各方法的应用步骤,从而为其他环境样品其他有机物分析预处理提供参考。     

氧化处理水中典型酚类污染物研究进展

环境激素是一类能干扰人类和动物正常内分泌的外源性物质,对生物体的生理过程产生很大的危害。本文介绍了水处理中,典型酚类污染物氧化剂降解技术的机理、特点、应用以及局限性,主要介绍了Fenton试剂、O3、二氧化氯等氧化剂及高铁酸钾新型氧化剂在酚类废水处理中的应用。并指出了复合氧化剂、新型氧化剂与其他水处理技术的联合应用将是酚类废水氧化处理的发展方向。     

混凝法深度处理焦化废水的研究

针对焦化厂二级生化出水CODcr、色度不达标问题,研究采用PAC和PFS对焦化厂二级生化出水进行深度处理研究。研究确定了各混凝剂的最佳投药量和最适pH值,对比了各混凝剂在最佳混凝条件下的处理效果,以及在最佳投药量条件下最佳pH值。结果表明：PAC最佳投药量为6g/L,PFS最佳投药量为5.5g/L;在最佳投药量的条件下,对CODcr去除较好的是PAC,去除率为44.83%;对色度去除率两者相同,都为80%;二者最佳pH值均为7。