Nonlinear Statistical Process Monitoring Based on Control Charts with Memory Effect and Kernel Independent Component Analysis

A novel nonlinear combination process monitoring method was proposed based on techniques with memory effect (multivariate exponentially weighted moving average (MEWMA)) and kernel independent component analysis (KICA). The method was developed for dealing with nonlinear issues and detecting small or moderate drifts in one or more process variables with autocorrelation. MEWMA charts use additional information from the past history of the process for keeping the memory effect of the process behavior trend. KICA is a recently developed statistical technique for revealing hidden, nonlinear statistically independent factors that underlie sets of measurements and it is a two-phase algorithm: whitened kernel principal component analysis (KPCA) plus independent component analysis (ICA). The application to the fluid catalytic cracking unit (FCCU) simulated process indicates that the proposed combined method based on MEWMA and KICA can effectively capture the nonlinear relationship and detect small drifts in process variables. Its performance significantly outperforms monitoring method based on ICA, MEWMA-ICA and KICA, especially for long-term performance deterioration.     

A Theory of Secure Mobile Computation with Confined Movement and Communication

An extended π calculus was introduced to deal with secure movement and intercommunication between agents. The system extends Nomadic-π with objective migration primitive and confined region which serves as annotation labels of agents and channels. The confined region labels were used to uniquely identify the constraints on the migration and communication of agents, with the labels, the agents could be confined in a secure subsystem and the inter-agent communication could be confined between agents located on trusted sites during computation. The operational semantics for the calculus was given out, and a type system which enforces security properties called confined migration and confined communication was developed.     

开口螺钉断裂的材料分析及工艺试验

制动夹钳单元中开口螺钉在高寒环境使用时发生断裂,对断裂的螺钉进行了断口分析,并对所使用2Cr13材料的热处理工艺进行了试验分析,检测不同温度下材料的冲击功,系统研究分析开口螺钉在低温下出现脆性断裂的原因并提出该零部件材料适用于低温的技术指标。     

基于BIM的施工管理平台应用研究

研究铁路施工管理平台,实现提升铁路施工过程中管理效率、施工安全、质量、进度的目的.通过BIM的技术手段,总结以往的铁路工程建设经验,采用基于.net框架的结构形式,Microsoft.net运行库,3D虚拟现实引擎Unity3D 5.5.0f3进行开发,完成铁路施工管理平台的搭建.实现对铁路工程建设全过程的信息化管控,...     

原油管线与石脑油管线封堵工艺的研究

文中介绍了原油管线与石脑油管线封堵工艺。重点研究了原油管线与石脑油管线在封堵施工工序、管线抽油、封堵三通焊接等方面的问题。石脑油管线封堵工艺在原油管线封堵工艺基础上进行改进,采用高压盘式封堵与囊式封堵相结合并在高压封堵头与隔离囊之间注水,抽油完成后水洗管线,焊接时控制焊接电流、速度及管线运行压力等方法,有效地阻止石脑油及其油气的溢出,并保障了焊接质量,从而有效地保证了石脑油管线封堵施工安全。     

基于工作过程的高职路桥专业英语教学初探

文章分析了广西高职路桥专业英语教学中存在的问题,提出广西高职路桥专业的英语教学应该以工作过程为基础,并结合职业教育理论和教学实际,提出基于工作过程的相关英语教学的建议和思路。     

机械化热收缩带补口在西气东输三线的应用

近年来,机械化热收缩带补口方式被广泛应用于长输管道建设中,其工艺的完整性和成熟性也得到广泛的认可,弥补了人工补口的诸多缺陷。根据西气东输三线东段机械化热收缩带补口的技术要求,对工艺流程进行优化,选配适宜于现场条件的中频加热及红外线加热装置,通过对现场施工工艺参数的严格控制,使补口质量满足技术要求。同时也验证了目前机械化补口在潮湿多雨环境中存在的缺陷,为下一步改进提供依据。     

公路建设项目"目标持续性评价"模型

应用层次分析法和模糊综合评判方法,建立对高速公路建设项目目标可持续性评价的数学模型,可为高速公路建设项目的可持续性评价提供有效的方法和依据。     

桥梁施工过程控制

分析了桥梁施工控制的因素,强调了施工管理的重要性,并详细分析研究了桥梁施工控制系统。     

基于AEC模型的船舶燃油供给系统状态评估

[目的]针对船舶机舱智能化的发展需求,为了预判系统设备的潜在失效因素,提出一种适用于船舶系统健康状态评估的新型AEC模型.[方法]首先,将改进层次分析法(AHP)与熵权法(EWM)的优势相结合,形成组合赋权法来确定各项评估指标的综合权重;然后,采用云重心评判法(CGCEM)计算加权偏离度,并对系统健康状态进行评估.[结...