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.     

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.     

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。     

催化快速法测定COD_(Cr)定量下限的研究

催化快速法测定CODCr是我国目前环境监测中普遍使用的最快速、简便、可靠的方法 ,该法的检测范围是 60～ 1 0 0 0mg/l,我们经过研究测出催化快速法的定量下限为 1 0mg/l,扩大了该法的应用范围。     

预处理方法对供应态LD钢超塑性压缩性能的影响

研究了国产新型冷作模具钢LD钢(7Cr7Mo3V2Si)经球化退火与循环退火后的超塑性压缩的力学特性.试验结果表明,经循环退火后的LD钢,其超塑性压缩性能优于球化退火,而且其最佳超塑性压缩的工艺参数也存在差异.     

BOD测定中微生物传感器法与稀释接种法的比较

用微生物传感器快速法和稀释接种法对地表水和污水处理厂出水中的生化需氧量(BOD)进行了测定,用数理统计的方法对两种方法测定的结果进行了比较。     

生命周期评价的应用,内涵与挑战

从环境问题与可持续发展出发，指出生命周期评价是在产品层次上实现可持续发展的一种理论评价工具，并探讨了生命周期评价的内涵，论述产品生命周是进行生命周期评价的客观依据，详细探讨应用生命周期评价存在的问题，指出进一步研究生命周期评价的方向。     

红外法测定石油类项目中标准曲线的简化绘制

目前GB/T164 88-1996以红外分光光度法这测定石油类的有一种方法。该法用四氯代碳作莘取剂 ,四氯化碳用量大。四氯化碳是一种有毒、挥发性较强的有机溶剂。在监测该项目时 ,绘制标准曲线所用的标准储备液的配制相当复杂且形成的系统误差比较大 ,为减少误差并准确地绘制标准曲线 ,本文采取了简化配制步骤的方法来绘制曲线 ,并达到了与JDS -10 0型红外分光测油仪使用说明书中提供的方法一致的效果。     

水中化学耗氧量的快速测定法

利用烘箱法测定水中的化学耗氧量是国内外在微量分析测定方法上较为先进的分析，优点是仪器、设备简便、操作简单、分析快速、节省大量化学试剂，可以大批量地进行试验．实验中不加入硫酸汞试剂，避免或减少了汞污染．方法的空白值较好，提高了实验的精密度和准确度，是一种易推广的方法     

检测水中亚硫酸还原厌氧梭菌孢子的培养液富集法

水体中亚硫酸协还原菌的孢子，能在水中生存较长时间，容易在水池或管道中滋生，产生黑臭，可作为水体长期或周期性污染的一种指示，但目前国内尚无测定该菌的完整方法，作者建立了一种比较适合我国国情的测定方法，以国产蛋白陈替代胶胨型的水解液，结果阳性特征明显，精密度，重现性均较好。