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.     

湘南地区杂柑天草高接换冠关键技术

天草杂柑的高接换冠的关键技术主要是：注意选择母树并适当修剪；合理采穗和保湿；科学嫁接；嫁接后精心管理．     

南京和北京气溶胶光学厚度与PM2.5质量浓度关系对比分析

利用南京与北京地区2014年5月1日—2019年10月31日的PM_2.5监测数据、气溶胶光学厚度观测资料以及同期MICAPS地面气象要素的观测资料,对两地PM_2.5浓度的变化规律及其与气溶胶光学厚度、气象要素的关系进行了分析和讨论,结果表明：南京与北京均呈现PM_2.5浓度冬季显著高于夏季,AOD冬季小于夏季的特征;对比而言,北京PM_2.5月均浓度高于南京地区;南京与北京的PM_2.5浓度与AOD均为正相关关系,PM_2.5浓度与AOD间相关性存在显著的季节差异,主要表现为夏季相关性大于冬季相关性;两地AOD与PM_2.5浓度均为正相关关系,在同一AOD水平下,相对湿度越大,PM_2.5浓度越大,气溶胶吸湿增长易造成污染物积累;南京PM_2.5浓度与能见度的r为0.57,而北京的r为0.83,两地的PM_2.5浓度与能见度的冬季相关性较夏季好,在高相对湿度下,同一PM_2.5浓度水平时,南京能见度较北京好.     

基于高分1号影像的森林植被信息提取

实时最新森林植被信息的提取是林业航空植保作业的必要前提。论文以安徽省蚌埠市为研究区域,探讨了基于高分1号卫星遥感数据在亚热带农林植被混合地区的森林植被信息提取。根据植被物候信息差异选择了提取森林植被信息的5个关键时期高分影像,采用分区决策树方法监测森林植被的空间分布和面积信息,并与未分区决策树法的提取结果进行比较。结果表明：采用分区决策树法和未分区决策树法对于大中尺度森林植被信息提取的总体精度均优于85%。但分区决策树森林植被提取总体精度达到90.72%,较未分区决策树法提高3.80%、4.65%,Kappa系数达到0.81,较未分区决策树法提高约0.07~0.10,结合植被物候信息的分区决策树森林植被提取法好于未分区决策树法,能够满足林业航空植保作业的精度需求。具有较高空间分辨率、宽覆盖、短重访周期的高分1号影像,对于大区域的林业航空植保当年最新森林植被信息的提取表现出较大的潜力。     

Floristics, performance and prognosis of historical trees in the urban forest of Guangzhou City (China)

Outstanding historical trees embedded in cities constitute pertinent environmental assets, yet they are widely threatened in third-world cities. Inadequate understanding of this valuable natural-cum-cultural heritage hinders proper conservation. A case study of Guangzhou in south China evaluated floristic composition, age profile and biomass structure of historical trees, assessed their performance in major habitats (institutional, park and roadside), and established a prognosis for future growth and management. The 348 historical trees examined belonged to only 25 species, vis-à -vis 254 trees in the entire urban forest, dominated by five species and native members. Roadside had more trees, followed by institutional and park, with merely the most common four species shared by all habitats. The limited commonality reflected tree-performance differentiation by habitats exerting selection pressure on species. The institutional growth-regime was more conducive to nurturing high-caliber specimens, whereas park is less capable. Individual species achievement by habitats, derived from tree-count ranking and relative-abundance indices, could inform species choice and tree conservation. Few trees exceeded 300 years of age in the millennium-old city, echoing a history of intense tree—city conflicts. Potential life-span, trunk and crown diameters indicated ample opportunities for further expansion of biomass and landscape impacts, which would be straitjacketed by the tightening urban fabric.     

哈密地区环境中^220Rn子体α潜能浓度所致居民剂量估算

用ＳｔｒａｎｄｅｎＥ．推荐的测量方法对哈密地区环境空气中２２０Ｒｎ子体α潜能浓度测量结果表明，室内、外平均值分别为５６．１和１０．２（×１０－７Ｊ·ｍ－３）。室内外２２０Ｒｎ／２２２Ｒｎ子体α潜能浓度比值分别为０．８４和０３２。２２０Ｒｎ子体所致居民有效剂量当量为２２８μＳｖ·ａ－１（集体有效剂量当量为０．９×０２ｍａｎ·Ｓｖ）。     

第三产业风机、冷却塔噪声污染防治浅谈

随着社会的发展，尤其是第三产业的不断兴起，其噪声污染问题日益突出。本文从对噪声扰民案件入手、分析，发现风机和冷却塔噪声污染最为严重。针对主要污染源，从技术方面提出了解决噪声污染的方法，为环境管理，治理提供科学依据。     

圆杯—多边形杆复合挤压的上限研究

此文采用三次多项式表示的流线速度场和基元圆环技术相结合的混合流动模型对国杯—多边形截面杆型复合挤压进行了上限分析,得到挤压力的上限解,分析了杆部截面形状对复合挤压分流点位置及变形力的影响规律并对理论计算进行了实验验证.     

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。