PLS-based EWMA fault detection strategy for process monitoring

Fault detection (FD) and diagnosis in industrial processes is essential to ensure process safety and maintain product quality. Partial least squares (PLS) has been used successfully in process monitoring because it can effectively deal with highly correlated process variables. However, the conventional PLS-based detection metrics, such as the Hotelling's T² and the Q statistics are ill suited to detect small faults because they only use information from the most recent observations. Other univariate statistical monitoring methods, such as the exponentially weighted moving average (EWMA) control scheme, has shown better abilities to detect small faults. However, EWMA can only be used to monitor single variables. Therefore, the main objective of this paper is to combine the advantages of the univariate EWMA and PLS methods to enhance their performances and widen their applicability in practice. The performance of the proposed PLS-based EWMA FD method was compared with that of the conventional PLS FD method through two simulated examples, one using synthetic data and the other using simulated distillation column data. The simulation results clearly show the effectiveness of the proposed method over the conventional PLS, especially in the presence of faults with small magnitudes.     

利用卫星遥感数据估算PM2.5浓度的应用研究进展

近年来,PM_(2.5)已成为中国大气污染的首要污染物,危害人体健康。为弥补地基监测站点在空间分布上的局限性,借助卫星遥感技术估算PM_(2.5)浓度已成为研究热点。文章总结了利用卫星估算PM_(2.5)浓度的各种研究方法,探讨了不同方法的优势和不足,指出不同方法对不同应用目的的选择性差异较大。提出,应针对不同应用目的选择相应的方法,从而取得满足各方面需求的研究成果,为未来PM_(2.5)浓度估算应用工作提供参考。     

Food aid and food crisis in Sub-Saharan Africa: Statistical trends and implications*

This paper documents the rapid expansion and changes in food aid flows to Sub-Saharan Africa up to mid-1985. Trends for Sub-Saharan Africa as a whole and for the more seriously affected countries are examined, as are the comparative experiences of food aid of individual countries in the region. Table 11 lists the Sub-Saharan African countries and indicates the most seriously affected food-short countries, as defined by the WFP/FAO task force. It should be borne in mind that some practical problems exist in compiling data on food aid. These include lack of availability of reliable data, especially of most recent data; lack of common terminology and definitions; and different accounting systems. These data problems are sometimes a source of confusion. However, the basic facts are clear: food aid gradually emerged during the early 1980s as a resource too often of considerable significance to many countries of Sub-Saharan Africa. These trends were only accelerated with the crisis of 1984-1985. These facts provide a point of reference for further analysis of the sources of the crisis, its actual dimensions and consequences.     

水体中重要污染元素化学形态分析研究方法及其进展

概述了元素化学形态分析的意义、概念和范围，元素化学形态分析与模拟计算方法，并分别对某些重要元素的化学形态分析方法的进展作了综述，介绍了１１５篇文献。     

上海地区二氧化硫浓度和风速的统计关系

应用上海市1986年6月至1987年5月间5个自动监测站的全年每日逐时SO_2浓度平均值和同步的风速平均值资料,按季进行比较、归纳,得到风速—SO_2浓度的诊断判据,并利用1984年全年的相应资料进行验证,准确率达85％;得到了各季浓度—风速的回归方程,和浓度—风速、温差的二元回归方程、复相关系数。     

气相色谱法测定汽油作业环境中MTBE含量

建立了汽油作业场所空气中MTBE的气相色谱测定方法。空气中的MTBE用注射器采集，直接进样，经大口径毛细管柱分离，氢焰离子化检测器检测，以保留时间定性，峰面积定量，并考察了MTBE与甲醇、正己烷的分离效果。     

广州市石井河水质污染及其对水源的影响分析

根据广州市石井河日益发展的水污染及其危害西航道饮用水源的问题，进行了深入的调查研究，剖析了造成水污染的主要原因，有针对性地提出了分期整治石井河以保护饮用水源的对策与建议，本文旨在通过对石井河水污染的分析，使人们认识到水源污染的主要来源，同时对相类似的河流－流溪河引以警惕，加强保护，防止水源上游河流受到污染。     

离子色谱法在石化工业废水分析中的应用

用IC-6离子色谱分析仪，研究石化工业废水中阴离子的测定技术，并首次建立炼油、化肥外排废水中F^-、Cl^-、NO2^-、PO4^3-、NO3^-、SO4^2-等阴离子含量测定的岗位。以含0．0054mol／L碳酸氢钠和0．0050mol／L碳酸钠为淋洗液，在电流70mA、流速1．5mL／min、泵压0～42MPa的条件下，测得各阴离子的相关系数均大于0．995、相对标准偏差（RSD）〈5．00％、加标回收率为95％～116％。     

利用混合C9重芳烃回收磺酸盐装置的技术经济分析

介绍了回收磺酸盐生产工艺 ,对其装置的产品成本进行了测算 ,并对盈亏平衡及其敏感性进行了分析 ,进而确定了主要经济指标。     

城市大气环境质量主要影响因素分析

采用灰色关联度分析方法，对影响城市大气环境质量的因素进行了相关分析，并对呈负相关关系的影响因素关联度计算采取了倒数化算子处理，使计算结果更切合实际。