水环境功能区管理信息系统研究与开发

介绍了水环境功能区管理信息系统的系统目标、系统结构、系统特点,提出将水环境相关技术、网络数据库技术与GIS技术结合,为水环境管理提供快捷、方便的决策支持。采用该系统能够以水环境功能区管理为目标,提供水环境数据维护、数据查询、水质评价、统计分析、水质预测等功能,将各种水环境信息以可视化的方式进行表达。该系统的运用,可以替代传统的信息处理方法,提高水环境管理工作的有效性。      

地理信息系统在环境模型研究中的应用

结合国内外环境信息系统的研究现状和研究实例,首先分析了ＧＩＳ与环境模型研究结合的必要性和ＧＩＳ在环境模型研究中潜在的应用范围,然后剖析了ＧＩＳ与环境模型研究结合的三阶水平并介绍了ＧＩＳ在环境模型研究中的应用现状,最后分析了ＧＩＳ和环境模型研究结合的发展趋势并给出了ＧＩＳ、ＲＳ、ＥＳ与环境模型理想的结合框架。     

膨润土负载壳聚糖的脱色作用

将壳聚糖与膨润土相结合,研制出一种复合吸附剂,并用于染料溶液的脱色,取得很好的效果,脱色率达到95%。该吸附剂具有投药量少、稳定性高、操作简单、无再次污染等优点。     

An integrated approach for the benchmarking of production facilities’ environmental performance: data envelopment analysis and life cycle assessment

Environmental impacts have become an important consideration in the manufacturing industry due to increasing public pressure for environment protection and the requirements of recently launched legislations. Data envelopment analysis (DEA) is a widely adopted methodological approach for the benchmarking of the relative efficiency of different production units. Changes in production efficiency may affect environmental impacts. DEA can be used for identifying the most efficient production facility and hence, the environmental impacts generated from the different production lines can then be benchmarked. Life cycle assessment (LCA) is carried out to quantify the full environmental impacts of a product from ‘cradle to grave’. The integration of LCA with DEA, efficiency and environmental impact of different production processes for a certain family of products can be evaluated and benchmarked. The proposed two-stage approach can help to reduce the aggregate environmental impacts of the manufacturing phase and is used to benchmark the environmental performance of several production lines in a manufacturing company.     

基于Hoek Brown强度准则深埋隧道掌子面稳定性分析*

为了研究孔隙水压力作用下深埋隧道掌子面的稳定性,构建了深埋盾构隧道的二维刚性有限平动多块体的破坏模式,并引入了Hoek Brown强度准则。利用极限分析得到掌子面前方土体的内部耗散能和外力做的功,利用Hoek Brown强度准则推导得到极限支护力的目标函数,通过MATLAB数值软件的规划求解得到支护力的解,和既有文献中的成果对比,2种方法得到解的最大误差为6.7%,验证了Hoek Brown强度准则的有效性。对各个岩体参数下深埋隧道掌子面极限支护力的变化规律进行分析,结果表明:深埋隧道掌子面前方的极限支护力随着扰动因子D和孔隙水压力系数ru的增大而增大,随着地质强度指标GSI和参数mi的增大而减小;破坏范围随着参数mi和孔隙水压力系数ru的增大而减小,而随着地质强度指标GSI和扰动因子D的增大而增大。研究结果可为岩质地层中深埋盾构隧道掌子面支护力的设计提供理论依据。     

Support vector machine based prediction of photovoltaic module and power station parameters

ABSTRACT

The uncertainty in the output power of the photovoltaic (PV) power generation station due to variation in meteorological parameters is of serious concern. An accurate output power prediction of a PV system helps in better design and planning. The present study is carried out for the prediction of output power of PV generating station by using Support Vector Machines. Two cases are considered in the present study for prediction. Case-I deals with the prediction of PV module parameters such as V_oc, I_sh, R_s, R_sh, I_max, V_max, P_max, and case-II deals with the prediction of power generation parameters such as P_DC, P_AC, and system efficiency. Historical data of PV power station with an installed capacity of 10 MW and weather information are used as input to develop four different seasons-based SVM models for all parameters. The performance results of the models are presented in terms of Mean Relative Error (MRE) and Root Mean Square Error (RMSE). Additionally, the performance results obtained with polynomial and Radial Based Function kernel are also compared to show that which kernel has better prediction accuracy, and practicability. The result shows that the minimum average RMSE and MRE for case-I with Radial Based Function kernel are 0.034%, 0.055%, 0.002%, 1.726%, 0.044%, 0.047%, 2.342%, and 0.005%, 0.014%, 0.079%, 0.885%, 0.005%, 0.007%, 0.013%, and for case-II with poly kernel are 0.014%, 0.016%, 0.149% and 0.011%, 0.0175, 1.03%, respectively. The present study will be helpful to provide technical guidance to the prediction of the PV power System.     

Identification of Priority Areas for Integrated Management of Semiarid Watersheds in the Ecuadorian Andes

Integrated watershed management (IWM) is a priority, especially in semiarid regions that are concurrently affected by population growth, land use change, soil erosion, and poor governance. In developing countries, IWM is often done without any support tool, scientific data, or deep knowledge of territory characteristics. The aim of this study was to present a case study to apply a decision support tool to prioritize areas for territory management. A simple, quantitative multi‐criteria analysis was applied in a semiarid basin of the Ecuadorian Andes to identify the zones of greatest concern for implementation of resource conservation and management practices at a local and regional scale. In addition to describing the current state of the conditions of this basin, our results suggest scenarios of change in relation to official population projections based on spatial analysis of land use change. Analysis resulted in a scattered distribution of priority values within the watershed, so a hierarchical rule was incorporated to define priorities at the subwatershed (SW) scale. Our analysis identified four SW of very high priority and urgent need to implement management practices. Based on projections of future change due to population growth and land cover change, the number of subbasins that require more attention was doubled. Finally, this study includes zones for management or conservation of the land, according to the Sustainable Development Goals.     

含聚油泥处理工艺参数优化及交互作用分析

采用自制的油泥分离剂通过热化学分离法处理聚驱油田现场产生的含聚油泥。采用正交实验得到的最佳工艺参数为:剂泥比2.0 m L/g,反应温度80℃,反应时间30 min,搅拌转速500 r/min,在此工艺条件下原油回收率为92.08%。利用支持向量机运算法(SVM)建立模型,分析了各工艺参数之间的交互作用,得出优化后的含聚油泥处理工艺参数为:剂泥比2.5 m L/g,反应温度80℃,反应时间34 min,搅拌转速530 r/min,理论上的最高原油回收率为94.76%。对于模型优选出的工艺参数进行了5组验证实验,平均原油回收率达94.50%。采用优选工艺参数处理3种不同来源的含聚油泥,原油回收率均高于90%。     

深部采场进路开采顶板稳定性分析与支护设计

为降低深部矿体开采中冒顶事故的发生概率,确保井下安全开采,采用Q系统分级法、RMR岩体分类和BQ分级法对矿区岩体进行质量评价,结合块体理论和三维有限元分析进路开挖后顶板的稳定性。研究表明:部分岩体在进路开挖后顶板处出现较大拉应力集中,抗拉稳定性降低,极有可能出现冒顶事故。针对这类不稳定岩体,提出永久巷道采用锚喷支护,临时巷道采用锚杆穿带支护;并运用悬吊理论、组合梁理论、屈服强度理论和安全系数法分析支护条件下进路顶板的稳定性,优化支护结构参数。通过振弦式锚杆应力计收集现场未支护巷道与支护巷道轴向力,得出该支护设计对开挖后岩体变形起到了明显改善作用。