人工智能技术对长江流域水污染治理的思考

随着经济的快速发展和城市化进程的不断加速,促使水污染严重的长江流域需从污染物去除过程的建模与优化、污水处理过程的优化控制、水污染监测系统的构建开展水污染治理研究.传统的水污染处理技术存在污染物去除效率预测精度较低、污水优化控制成本较高、水污染监测滞后效应严重的问题.人工智能技术能够有效克服上述问题,因此通过梳理国内外学者利用人工智能技术在污水污染物去除过程的建模与优化、污水处理过程的优化控制及水污染监测系统的构建等方面的研究成果,为全面加强长江流域水污染治理能力提供科学可靠的技术指导.结果表明:①利用人工神经网络技术（径向基神经网络、多层前馈网络-人工神经网络、多层感知器神经网络）对污水污染物去除过程进行建模与优化,为精确预测长江流域重金属（Cr、Cu）、营养盐（TN、TP）、持久性有机污染物〔PBDEs（多溴二苯醚）、HCH（六氯环己烷）〕的去除率提供重要参考价值.②采用污水处理的自动控制技术与人工智能技术（递归神经网络、支持向量机、模糊神经网络等）构建污水智能控制系统,为长江流域实现高效节能的污水优化控制提供重要的技术指导.③利用在线监测仪器和人工智能技术（小波神经网络、多元线性回归-人工神经网络、叠层去噪自动编码器等）建立水污染智能监测系统,为解决长江流域水污染监测响应滞后问题提供有力的技术支持.因此,人工智能技术对长江流域提高污水污染物去除率,降低污水优化控制成本,提升水污染监测时效性具有重要的推广价值.      

浅析我国建筑业安全管理与对策

随着我国经济建设的快速发展和固定资产投资的大规模增长,建筑施工行业在国民经济中的支柱作用地位越来越明显.……     

Microstructures and electrochemical behaviors of the friction stir welding dissimilar weld

By using optical microscope, the microstructures of 5083/6082 friction stir welding (FSW) weld and parent materials were analyzed. Meanwhile, at ambient temperature and in 0.2 mol/L NaHS0₃ and 0.6 mol/L NaCl solutionby gravimetric test, potentiodynamic polarization curve test, electrochemical impedance spectra (EIS) and scanning electron microscope (SEM) observation, the electrochemical behavior of 5083/6082 friction stir welding weld and parent materials were comparatively investigated by gravimetric test, potentiodynamic polarization curve test, electrochemical impedance spectra (EIS) and scanning electron microscope (SEM) observation. The results indicated that at given processing parameters, the anti-corrosion property of the dissimilar weld was superior to those of the 5083 and 6082 parent materials.     

Measurement of Fine Particles in Diesel Emissions Using a Real-Time Aerosol Monitor

Abstract

A real-time monitoring methodology to determine diesel fine particles in diesel emissions has been evaluated. The range of particle size captured by the monitor was ～0.1 μm to 1 μm. DustTrak real-time monitors were connected to the dilution tunnel of the vehicle exhaust to measure the emissions during the vehicle tests under both dynamic and steady-state driving conditions, and concentration data were recorded every 5 sec. Test variation of the real-time monitoring among different test days was similar to that measured by traditional filter-based gravi-metric method, whereas the repeatability of the monitor data within the same-day tests was better than that of gravimetric method. Correlations between the two methods were established for different fuels tested on a single light duty vehicle. When the emissions from the reference fuel was used to convert the monitor’s response to diesel fuels, the levels determined by the real-time monitor were consistent with those measured by gravimetric method among different fuels tested. Use of the real-time monitor could provide information on the levels of fine particles that is more relevant to the public health than the total particles.     

大空间室内火灾早期自动探测与定位研究

本文在深入研究早期火灾一般燃烧火焰在彩色影像上所呈现的光谱及运动特性基础上，首次提出利用彩色影像实时探测室内火灾的新方法，通过物方坐标与像方坐标的直接线性变换，实现了早期火灾的自动探测与空间定位，实验证明了该方法的有效性与稳健性，且具有巨大的应用前景。     

Occurrence of perfluorosulfonates and other perfluorochemicals in dust from selected homes in the city of Ottawa, Canada

A series of perfluorinated compounds (PFCs) including perfluorooctane sulfonate (PFOS) and perfluorooctanoic acid (PFOA) have been recently measured in a variety of environmental samples and biological matrices. In order to better understand the human exposure routes of these chemicals, levels of PFOS, PFOA, perfluorobutane sulfonate (PFBS), perfluorohexane sulfonate (PFHS) and perfluorooctane sulfonamide (PFOSA) in house dust samples were investigated. The data revealed a correlation between the concentrations of PFCs and the percentage of carpeting in the house; older houses tended to have less carpeting, hence lower levels of these perfluorinated compounds in their dust.     

城市综合防灾与公共安全规划编制

本文介绍了城市综合防灾与公共安全规划编制的指导思想与原则，对城市面临灾害及研究对象层次进行了分类，对城市综合防灾与公共安全规划框架体系进行了探讨，对影响城市的主要灾害提出了防御标准和目标，对城市综合防灾与公共安全防灾保障体系进行了讨论。     

基于MODIS GPP/NPP数据的三江源地区草地生态系统碳储量及碳汇量时空变化研究

陆地生态系统碳循环研究是全球变化与地球科学研究领域的前沿与热点问题,准确地评估陆地生态系统碳储量和碳汇量是估算未来大气 CO2浓度,预测气候变化及其对陆地生态系统影响的关键。已有相关研究多集中于对区域生态系统碳储量和碳汇量的量的估算,而缺乏针对时间尺度上的变化过程的分析,以及对变化特征空间差异性的分析。本研究基于MODIS NPP数据,结合土地利用数据及土壤有机碳密度分布数据,对三江源地区2000─2010年草地生态系统碳储量时空变化特征进行了分析,同时,基于MODIS GPP数据及China FLUX和America FLUX数据,建立草地生态系统呼吸估算模型,对其碳汇量的时空变化特征进行了分析,以期明确该地区的碳储存能力及其变化过程,为该区域草地生态系统保护和管理提供科学依据。研究结果表明：（1）三江源地区草地生态系统总碳储量为53.38×108 t,平均碳密度为14.94 kg·m-2（以C计）。土壤和植被碳储量分别为53.07×108 t和0.31×108 t,平均碳密度分别为14.85 kg·m-2和86.77 g·m-2。（2）近10多年来,三江源地区草地生态系统多年平均碳汇量为0.4×108 t,单位面积平均碳汇量为86.80 g·m-2·a-1（以C计）,表明该地区草地生态体统是一个碳汇。（3）2000年以来,三江源地区草地生态系统总碳储量及总碳汇量均呈波动增加趋势,碳汇功能有所增强。（4）三江源地区草地生态系统碳储量及碳汇量的空间分布格局及其变化趋势的空间分布均呈现明显的空间差异性。（5）MODIS GPP/NPP数据能够支撑较大尺度草地生态系统碳储量及碳汇量格局与变化趋势分析,较传统方法更为便捷高效。     

"无事故管理”在梅山矿业公司的应用探讨

“无事故管理”是以安全事故为“零”的安全管理的新模式与新理念 ,是安全管理的一项创新。梅山矿业公司采矿场在安全管理上推行“无事故管理” ,保持采矿安全生产平稳态势