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.     

关于环境自动监测的系统设计和方案探讨

根据上海市环境监测的现状，分别从大气环境、污染源排放、水和废水监测等方面提出了进一步开展自动监测的设想和网络优化设计，并探讨了有关管理措施。     

SCR系统超洁净排放调整与出口NOx均匀性分析

针对典型SCR系统普遍存在的出口烟道与烟囱处NOx在线监测值不一致的问题与超洁净排放要求,选择2台流场与喷氨格栅结构不同的SCR系统进行性能与优化调整实验。通过对喷氨格栅区域烟气分布与喷氨调整前后出口烟道内NOx分布的测试,分析了导致问题的原因与调整方案的有效性以及不同喷氨格栅结构的优劣性。结果表明：喷氨格栅区域烟气流场分布与区域喷氨量的不一致性是导致不同点位NOx浓度在线监测值不一致的原因;依据调整方案能有效实现SCR出口烟道内NOx浓度均匀分布与超洁净排放的要求;改造后,能针对烟道宽度方向上烟气不均现象进行区域喷氨量调整的喷氨格栅结构Ⅱ与更均匀的烟气分布,促使调整后的2号机组A、B两侧出口NOx浓度分布相对标准偏差明显优于1号机组。     

2000—2010年北京市森林资源资产存量变化评估与分析

森林资源资产存量变化核算是建立森林资源资产管理绩效考核制度、遏制森林资源资产流失的必要前提与基础。在基于3S技术构建区域森林资源资产存量变化核算方案的基础上,对2000—2010年北京市森林资源资产存量数量、质量及其变化展开核算与分析。结果显示:在数量方面,除落叶阔叶林减少以外,其余各类森林数量都有不同程度增加,其中平谷区、顺义区果园林与海淀区、朝阳区城市绿地森林以及密云县、延庆县、门头沟区的落叶阔叶灌木林增幅最为显著;在质量方面,森林资源资产综合质量差、中2种等级森林面积都呈小幅减少趋势,质优森林面积大幅增加,其中平谷区、密云县增加最为显著;总体而言,2000—2010年间北京市森林资源资产存量数量大面积增加、森林质量大幅度提高,总体呈累积增加态势。     

类似一次一密的复合混沌音频隐藏方案

基于离散混沌映射3D-Lorenz系统和Arnold猫映射,设计了一种利用复合混沌系统实现音频信息隐藏的通信方案。该设计方案将3D-Lorenz系统与Arnold离散猫映射组合产生的混沌码具有良好的伪随机性,该混沌流密码系统是完善保密系统,具有类似一次一密的功能,具有较高的安全性。数值模拟表明了算法的有效性和可靠性。     

矿山地质环境保护与治理恢复方案编制中几个技术问题的探讨

以国土资源部颁布的《矿山地质环境保护规定》、《矿山环境保护与综合治理编制规范》和《地质灾害危险性评估技术要求》为原则,结合工作实践,尝试对矿山地质环境评估要求进行了强调与细化,对评估范围的确定方法,对现状评估、预测评估及综合评估的关系、方案适用年限、成果图件的编制等几个矿山地质环境保护与治理恢复方案中的主要技术问题做了初步探讨。     

Proposing of new building scheme and composite towards global warming mitigation for Malaysia

The building sector has been regarded as a potential sector where there is large capacity to reduce the climate change effect. This study has proposed solutions to mitigate environmental impacts and achieve low CO₂ emission from residential sector. Therefore, full life cycle assessment (LCA) has been run to assess the CO₂ emission and its effect on the atmosphere and climate change. Based on the result, timber scheme is the best choice due to releasing less CO₂ emissions to the atmosphere. However, house builders in Malaysia have almost completely neglected timber as a building material, with timber use as building components reduced to 5%. In this study, LCA Software was used to assess CO₂ emissions from different wall construction. The alternative building scheme has been made by reinforce steel stud, wooden beam and timber wall (S8) to improve the scheme deficiency while releasing less CO₂ emissions compared to other schemes. Therefore, S8 has a decreased CO₂ effect by 85% less than precast concrete frame and 90% less than brick over their lifetime. (S8) increased the load bearing compared to conventional timber beam. Thus, new scheme S8 could be replaced by current scheme and promote more adjustable scheme for Malaysian housing.     

基于水量分配方案的抚河流域最小控制需水量研究

鄱阳湖流域水资源丰富,在非汛期尤其是用水高峰期,存在供需水矛盾和河道外用水挤占河道内用水现象。基于水量分配方案,以控制断面为节点,考虑河道外需水,兼顾河道内生态环境需水,系统提出计算流域控制断面最小控制需水量方法。在此基础上,以抚河流域为例,把流域划分为12个控制断面,分别为沙子岭、黎川、南城、洪门、廖坊、石门、廖家湾、娄家村、马圩、焦石、柴埠口和李家渡,各断面的最小控制需水量分别为740、380、2873、1200、4981、261、5085、7168、050、10894、1556 和1030 m3/s。通过水文监测控制流域断面流量,为落实水量分配方案、保护流域水环境和维持河流生态系统健康提供保障。同时,以最小需水量并与实测流量比较,确定各用水区余缺水量,为实施流域非汛期水量调度提供依据     

燃煤倒焰窑烟尘治理方案初探

结合某燃煤倒焰窑烟尘治理的实践 ,探讨炉前治理技术解决烟尘污染问题的方法 ,介绍了催化燃烧方法的基本原理以及燃烧装置、控制系统等的设计方法 ,分析了该系统的优缺点并提出了改进的方法     

用规划方法安排干旱和半干旱地区的农田灌溉方案——以河北省曲周县冬小麦为例

为提高干旱和半干旱地区的水分利用率,本文提出用规划方法安排农田灌溉方案,并以河北省曲周县冬小麦为例说明有关问题的处理方法。用规划方法求出的灌溉方案增产效果是显著的,比目前生产上采用的“保灌水浇地”的传统灌溉方法增产18％左右。