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.     

分层开采工艺对地表沉降的影响研究

分层开采是厚煤开采的经典工艺,这种工艺对地表沉降的影响比较复杂。通过测试原岩物理力学参数,利用有限元软件flac3D对分层和一次采全高时地表沉降进行了数值模拟。结果表明,如果采高较小,砌体梁距煤层较近,且采完上分层后长时间停采,给顶板再生留足时间,分层开采较一次采全高对地表沉降影响要小。     

基于短时傅里叶变换的干扰信号识别方法

目的提高无线电引信识别欺骗式干扰的能力。方法根据炮弹弹体自旋的特点,使得采用连续波线极化天线的无线电引信所收到的干扰信号呈现出有别于地面回波的周期性幅度调制特征,通过对此特征进行短时傅里叶变换后进行识别,可以作为无线电引信是否受到欺骗式干扰的判断依据。结果通过仿真和试验对方法的可行性进行了验证,表明该识别方法可以很好地提高连续波无线电引信的识别欺骗式干扰的能力。结论基于短时傅里叶变换检测旋转调制的对地旋转弹无线电引信欺骗干扰识别的方法可以对干扰信号特征进行识别,算法处理时间短,能够作为引信是否受到干扰的一种判断依据。     

Laboratory and Field Assessment of Arsenic Testing Field Kits in Bangladesh and West Bengal, India

High concentrations of arsenic in ground waters in West Bengal and Bangladeshhave become a major cause for concern in recent years. Given the enormity and the severity of the problemof arsenic poisoning, a task of evaluating the commercially available arsenic detection field kits for their capabilities was undertaken. In the light of the findings, generic specificationswere recommended which could form the basis forindigenous manufacture of these kits in the arsenic affected countries. This article presents the results of the laboratory and fieldevaluation conducted in Bangladesh and West Bengalof five arsenic testing field kits. The salient features of the kits, their merits and limitationshave been brought out. Based on the criteria of kitdesign, quality of chemicals used, colourcomparator charts, detection range, time required for analysis, cost etc., a comparative ranking ofthe kits has been made to facilitate the choice of the kit to meet specific requirements.     

Atrazine and Alachlor Inputs to Surface and Ground Waters in Irrigated Corn Cultivation Areas of Castilla-Leon Region, Spain

The inputs of atrazine and alachlor herbicides to surface and ground waters from irrigated areas dedicated to corn cultivation in the Castilla-León (C-L) region (Spain) as related to the application of both herbicides were studied. Enzyme-linked immunosorbent assays (ELISA) were used for monitoring the atrazine and alachlor concentrations in 98 water samples taken from these areas. Seventy-nine of the samples were of ground waters and 19 were of surface waters. The concentration ranges of the herbicides detected in the study period (October 1997–October 1998) were 0.04–25.3 g L^–1 in the surface waters and 0.04–3.45 g L^–1 in the ground waters for atrazine, and 0.06–31.9 g L^–1 in the surface waters and 0.05–4.85 g L^–1 in the ground waters in the case of alachlor. The highly significant correlation observed between the concentrations of both herbicides in the surface waters (r = 0.89, p < 0.001) pointed to a parallel transport of atrazine and alachlor to these waters. A study was made of the temporal evolution of the concentrations of both herbicides, and it was found a maximum recharge of atrazine in the ground waters for April 1998 and of alachlor in October 1997 and October 1998. The temporal evolution of the concentrations of both herbicides in surface waters was parallel. The highly significant correlations observed between atrazine concentrations determined by ELISA and by HPLC (r = 0.92, p < 0.001) and between alachlor concentrations also determined by both methods (r = 0.96, p < 0.001) confirmed the usefulness of ELISA for monitoring both herbicides in an elevated number of samples. Using HPLC, the presence in some waters of the alachlor ethanesulfonate (ESA) metabolite was found at a concentration range of 0.52–4.01 g L^–1. However the interference of ESA in the determination of alachlor by ELISA was negligible. The inputs of atrazine and alachlor to waters found in this study, especially the inputs to ground waters, could pose a risk for human health considering that some waters, though sporadically, are even used for human consumption.     

吉林延吉八道金矿构造控矿模式

八道金矿为延吉中生代火山岩型金矿中较为典型的矿床之一。其矿床成因，除与火山作用有关之外直接受构造的控制，而火山作用本身又与区域深大断裂有关。本文着重讨论了矿区火山岩与朝阳河断裂的关系及构造控矿模式。     

上海市污水治理二期工程扩散器的改进设计

首先对污水海洋处置工程进行了简单介绍 ,根据国内外污水海洋处置工程的设计经验 ,论述了污水海洋处置工程扩散器设计的一般准则 ;结合上海市污水治理二期工程白龙港排放口水较浅的特点 ,为了提高污水近区稀释度 ,根据物理模型试验 ,对扩散器的设计进行了改进 ,可为国内较浅水域污水海洋处置工程扩散器的设计提供参考     

政和—大埔断裂带基本特征及其演化模式

政和—大埔断裂带经历多期复杂的构造变形变质作用,不同地段的时空演化特征有所差异,总体上可划分为四个演化阶段。即:①前加里东期(?)—加里东期韧性剪切变形变质作用(D_1),发生于中、下地壳,是顺层剪切(固态流变)的结果,为纯韧性变形,②印支期韧性剪切变形变质作用(D_2)——政和—大埔断裂的形成,以平移型剪切为主,形成S——C糜棱岩,为半韧性变形环境;③印支末期—燕山早期逆冲—推覆作用(D_3),为多层次逆冲推覆,东部所谓的“天窗”部分为这一时期逆冲岩片的残留体,随着早燕山期花岗岩的侵入逐渐过渡到伸展拆离环境,同时西部推覆体后缘出现拉张,形成有限的火山岩盆地,为半脆性—脆性变形环境;④燕山期(—喜山期)伸展—拆离作用(D_4),在相对年轻的拆离断层之下出露变质核杂岩(如稻香组和熊山岩体),并形成裂陷盆地堆积(梨山组),东部部分“天窗”属这类成因,形成环境跨度大,为半韧性→半脆性→脆性。     

黔中九架炉、祥摆、旧司组特征及其地质意义──以乌当地区为例

在贵阳乌当断层南北两侧 ,下石炭统九架炉组、祥摆组和旧司组的分布和沉积特征存在明显的变化。九架炉组基本分布于乌当断层北西侧 ,祥摆组由北向南的沉积环境向浅海相呈有规律的变化 ,旧司组则仅在乌当断层南侧分布。这些地层的分布规律、沉积环境的变化说明了乌当断层为黔中隆起南侧边缘断层 ,且该断层自早古生代形成后 ,为一多期次活动断层。     

寻找紧缺的银矿资源——地质工作者的急迫使命

由于近二十年来全世界工业的快速发展 ,银的用途益发广泛 ,白银需求量迅猛增加 ,它不仅是我国紧缺的矿产资源 ,而且已成为世界市场上的走俏商品 ,全世界已连续九年需大于供 ,九年累计缺银 1 0亿盎司 ,并且缺口越来越大。专家们预测 :到 1 998年底全世界库存的银锭消耗殆尽。我国前几年有 1 / 2 -1 / 3的白银靠进口 ,1 997年还进口白银 1 55吨。因而 ,银价剧烈上扬 ,从 1 996年的 4美元 /盎司 ,涨到 1 998年 2月份的 7.81美元 /盎司。与白银相反 ,近两年黄金供远过于求 ,1 997年全世界多出 3 93吨 ,故金价急剧下跌 ,从 1 996年的 3 87.87美元 /盎司 ,降到 1 998年 6月份的 2 87.9美元/盎司。由于银需求量增大 ,加之有色金属工业的不景气 ,银产量不仅不能增长 ,而且反而下降。因而人们提出寻找能根据需要而生产的、具有独立开采价值的银矿床 ,即独立银矿床。全世界有三大巨型成矿带 ,我国有四大银成矿区。这些成矿区带的核心是火山 -岩浆活动带。银成矿区带都受巨型或区域深大断裂带控制 ,独立银矿床多产于区域深大断裂带旁侧的次级断层交汇处或附近。独立银矿床的直接围岩可以是火成岩、沉积岩和变质岩 ,但是它们位于火山岩浆活动带中 ,而且以火山岩为主。