Application of Bayesian regularized BP neural network model for analysis of aquatic ecological data-A case study of chlorophyll-a prediction in Nanzui water area of Dongting Lake

Bayesian regularized BP neural network（BRBPNN） technique was applied in the chlorophyll-α prediction of Nanzui water area in Dongting Lake. Through BP network interpolation method, the input and output samples of the network were obtained. After the selection of input variables using stepwise/multiple linear regression method in SPSS i1.0 software, the BRBPNN model was established between chlorophyll-α and environmental parameters, biological parameters. The achieved optimal network structure was 3-11-1 with the correlation coefficients and the mean square errors for the training set and the test set as 0.999 and 0.000？8426, 0.981 and 0.0216 respectively. The sum of square weights between each input neuron and the hidden layer of optimal BRBPNN models of different structures indicated that the effect of individual input parameter on chlorophyll- α declined in the order of alga amount 〉 secchi disc depth（SD） 〉 electrical conductivity （EC）. Additionally, it also demonstrated that the contributions of these three factors were the maximal for the change of chlorophyll-α concentration, total phosphorus（TP） and total nitrogen（TN） were the minimal. All the results showed that BRBPNN model was capable of automated regularization parameter selection and thus it may ensure the excellent generation ability and robustness. Thus, this study laid the foundation for the application of BRBPNN model in the analysis of aquatic ecological data（chlorophyll-α prediction） and the explanation about the effective eutrophication treatment measures for Nanzui water area in Dongting Lake.     

南昌地震台地下水位变化异常的分析判别

本篇文章主要通过对南昌台地下水位资料变化的处理分析，利用求地下水水位变化的加速度来判别和分析地震异常，并初步进行试验预报和探索研究。     

开式冷挤压成形深小锥孔件时极限变形程度的理论研究

给出了深小锥孔件开式冷挤压成形时极限变形程度的定义,建立了变形区非稳态连续速度场;利用上限原理得到了极限变形程度的理论判据。分析了各主要参数对极限变形程度的影响规律,对指导制定深小锥孔件开式冷挤压成形工艺具有重要意义。     

冲击水浴除尘器密闭式水位控制箱的研制

通过对的冲击水浴除尘器存在运行工况不稳定等问题的分析，介绍了一种能提高除尘器净化效率，稳定设备运行阻力的新型水位控制箱。     

UASB装置处理溶剂生产废醪液

本文介绍了采用ＵＡＳＢ装置处理发酵法溶剂生产的废醪液工艺过程．总结了在生产实践中遇到的问题，及解决问题的方法和工艺控制点的选择．说明用ＵＡＳＢ装置处理废醪液是一种很好的方法．     

用萃取法处理含苯胺废水的研究

本文介绍了以甲苯做萃取剂萃取硫化橡胶促进剂生产废水中苯胺类物质的方法,确定了萃取级数、萃取剂配比 和萃取时间等工艺参数。经过萃取,废水中的苯胺类物质与化学需氧量的去除率分别达95％和88％以上,萃取后的废水 可以进行生化处理。     

新型炉窑烟气湿式脱硫除尘技术

针对炉窑烟气净化问题 ,开发研制新型湿式脱硫除尘系列装置。实验表明 ,该技术除尘效率达 98.5 % ,脱硫效率为 80 % ,具有实用价值。     

Catalysts for decomposing ozone tail gas

The preparation of immobilizing-catalysts for decomposing ozone by using dipping method was studied. XRD, XPS and TEM were used to characterize the catalysts. The three kinds of catalysts were selected preferentially, and their catalytic activities were investigated. The results showed that the catalyst with activated carbon dipping acetate( active components are Mn:Cu = 3:2, active component proportion in catalyst is 15%, calcination temperature is 200℃ ) has the best catalytic activity for ozone decomposing. One gram of catalyst can decompose 17.6g ozone at initial ozone concentration of 2.5g/m^3 and the residence time in reactor of 0.1s. The experimental results also indicated that humidity of reaction system had negative effect on catalytic activity.     

"AB"法处理石化污水回用

介绍中原油田石化总厂污水处理站的工艺流程、处理特点。处理后外排水中的石油类、氨氮、悬浮物等指标均满足工业回用水要求。讨论了实际运行中“AB”法的运行特点，以及处理水回用于循环水补充水的具体实施。     

抚仙湖水环境地理信息系统的设计

以抚仙湖水环境地理信息系统为例,论述了GIS技术在水环境保护方面的具体应用,着重对系统的总体设计、系统的功能模块、系统的数据库设计以及系统建立的技术策略进行了详细的描述与论证。说明了利用GIS技术对湖泊环境管理工作带来的巨大便利。系统的建立对保护抚仙湖湖区环境,促进沿湖周边县市乃至整个云南省的经济发展都具有重要的现实意义。