基于一类SM SA 策略的模型最优降阶

将一类SMSA混合策略应用于模型的最优降阶，提出了处理约束优化和解决模型降阶通常遇到的稳定性问题的有效方法．通过对典型例子的数值仿真表明了混合策略和约束处理方法的有效性，而且第3个例子的优化结果明显优于以往文献的结果。     

粗糙集理论的分层递阶约简算法及其信息理论基础

本文模拟人类认知的分层递阶原则,提出一种粗糙集理论的分层递阶约简算法.该算法首先将信息系统或决策系统的知识在由部分属性所构成的多种层次和多种粒度上表示出来,然后分别对各个属性层次进行递阶约简.因此,该算法具有较强的实用性和较好的动态特性,并且能并行运算.同时,本文从信息理论的角度证明了分层递阶约简的理论基础.文章的最后将该算法应用于某水泥窑炉控制决策的获取中,证实了其有效性.     

火电厂大型设备故障诊断的数据挖掘方法

针对火电厂大型设备的常见故障 ,提出一种新的诊断方法———数据挖掘方法 .该方法通过建立一个智能化的数据挖掘工具 ,直接从火电厂SCADA系统历史数据库的大量实时数据中获取故障诊断知识进行故障诊断 .数据挖掘工具的核心是 ,采用粗糙集的约简方式 ,将数据库中抽取的故障诊断规则简化为基于最小变量集的决策表 .该方法避免了为诊断故障而附加的专门测试或试验 ,降低了费用 ,同时减少了试验对设备造成的潜在危险 .将这一方法应用于火电厂锅炉的一个复杂故障事例 ,结果表明其诊断的精度在 92 %以上 ,可以满足现场应     

Growth of aluminum nitride thin films prepared by plasma-enhanced atomic layer deposition

Aluminum nitride (AlN) thin films were deposited by atomic layer deposition from aluminum chloride (AlCl₃) and an ammonia/hydrogen plasma. The most important role of the ammonia/hydrogen plasma was to act as a reducing agent to extract Cl from AlCl₃, and to form AlN subsequently. The growth rate was saturated at ∼0.042 nm/cycle, and the thickness was proportional to the number of reaction cycles. Repeating this reaction cycle led to precisely controlled growth. The film properties were analyzed using Auger electron spectroscopy, X-ray photoelectron spectroscopy, Rutherford backscattering spectroscopy and time-of-flight elastic recoil detection analysis. The concentration of chlorine and hydrogen impurities was 0.23 and 2.01 at.%, respectively. AlN films showed good anti-oxidation properties when O₂ was annealed at 650 °C for 30 min.     

Atmospheric effects of friction,friction noise and wear with silicon and diamond. Part II. SEM tribometry of silicon in vacuum and hydrogen

Scanning electron microscope (SEM) tribometric data on polycrystalline silicon (poly-Si) vs. poly-Si, Si(100) vs. Si(100) and Si(111) vs. Si(111) interfaces, obtained in Torr and in 0.2 Torr partial pressure of hydrogen gas ( ) from room temperature to 850^°C, were performed under standard and much slower thermal ramping rates. The friction data were analyzed per the methodology described in part I of this paper series. The results indicate a highly beneficial friction- and wear-reducing regime within a relatively narrow thermal region. This desirable region coincides with some chemisorption of excited species of molecular hydrogen just before the mass thermal desorption of surface hydrides. These data represent the tribochemical equivalent of a method routinely used in electronics, whereby deep electron traps (dangling Si bonds) are passivated by baking in molecular hydrogen. The also exerts a moderating influence on the size of the friction noise at all test temperatures. However, the general level of friction beyond the beneficial thermal region is high. In parallel, the general wear rate of Si representative of the entire range of standard thermal ramping in both atmospheric environments is in the extremely high 10^-12m³/(N m) range. Operating strictly in the beneficial, low-friction thermal regime resulted in a several orders-of-magnitude reduction in the wear rate over those measured under standard thermal ramping conditions. Although the results confirm previous findings that Si is not a good material of construction for miniaturized moving mechanical assemblies (e.g., microbearings and gears), there seems to be some limited possibility of gas-phase lubrication of Si micromechanisms with rarefied hydrogen at surface temperatures between 100 and 300^°C. This revised version was published online in July 2006 with corrections to the Cover Date.     

减税如何影响企业高质量创新?——基于中国上市公司的实证研究

以高质量创新促进中国经济高质量发展是贯彻新发展理念的重要途径,企业是市场的主体也应当成为技术创新的主体。近年来的减税政策是否推动企业高质量创新成为值得关注的议题。基于2011-2019年沪深A股上市公司面板数据,采用渐进式双重差分模型,以固定资产加速折旧政策为例,探究了减税对企业高质量创新产生的影响。研究表明：(1)减税显著推动了企业高质量创新的发展,该结论经过一系列稳健性检验后依旧成立;(2)减税主要通过“外延扩张”推动企业高质量创新,政策实施后新增的创新产出数量是推动企业创新质量提升的主要机制,但该政策未能“纵向深化”原有创新的质量,平均专利质量并未提升;(3)减税对企业高质量创新的影响存在异质性效果,其对非制造、规模较大以及存续时间较长企业的激励效果更佳。鉴于此,政府应继续实施减税政策,同时为了发挥更为广泛的激励效应,也应做出诸如增强减税普惠性、分层次有针对性地优惠以及注重政策组合效应等调整。     

不完备信息系统中一个变精度粗糙集模型

针对不完备信息系统的知识获取,提出了一种基于相容度的变精度粗糙集模型,该模型是变精度粗糙集模型在不完备信息系统中的拓展.定义了这种模型上的知识约简,并给出了求约简的一个启发式算法.最后通过实例分析说明了算法的有效性.     

跟踪-微分器在全捷联制导中的应用分析

以仅能获取角度信息的全捷联导引头为研究对象,针对采用直接微分提取惯性视线角速率时存在的噪声放大问题,基于跟踪微分器设计了一种全捷联制导信息提取算法。结合导引头的性能指标要求,对3种不同形式跟踪微分器的提取效果进行了对比分析。仿真结果表明,采用非线性微分器进行惯性视线角速率提取,可以减小延迟时间,避免噪声放大,有效提高制导精度,具有一定的工程应用价值。     

小区间参数不确定热机电耦合智能薄板的鲁棒控制

针对热机电耦合智能薄板结构,当参数的区间半径很小时,基于两点法、特征对灵敏度求解、一阶泰勒展开式和区间运算法则,研究了平衡降阶后系统不确定性的计算方法。针对所得不确定性降阶系统,论述了增广被控对象的构建和抑制结构振动的H∞鲁棒控制器求解过程,并给出了一类维数较低的不确定性矩阵的分解形式。最后以智能悬臂薄板为例,在对原不确定性系统和降阶后的不确定性系统分别施加相同的输入后,通过对二者输出区间的比较表明,可用降阶后的不确定性系统近似代替原不确定性系统,由降阶后系统求出的H∞鲁棒控制器实现了对原系统的振动抑制,算例表明本文方法是可行的。     

基于PHREEQC模拟分析Na2S2O4对退役铀矿山采区地下水生态的修复

酸法原位地浸采铀作为回收铀资源首选工艺,不可避免会存在部分铀进入地下水污染生态环境,而采用还原剂Na2S2O4将游离的铀还原固定可高效解决此类问题。为此,针对某酸法地浸采铀退役铀矿山地下水铀污染,采用PHREEQC模拟分析Na2S2O4还原固定地下水中可溶性铀的机制,讨论NaHCO3在Na2S2O4还原固定可溶性铀的影响。模拟结果表明：1）该区域地下水中铀以U(Ⅵ)为主,其中UO2SO4、UO22+和UO2(SO4)22-为优势物种,分别占63.60%、32.35%和3.89%;2）Na2S2O4还原固定可溶性铀时,会降低地下水Eh值和Fe(Ⅲ)浓度,增强地下水还原性,促进沥青铀矿和黄铁矿沉淀,但会造成地下水酸化和高SO32-浓度;3）NaHCO3+Na2S2O4在还原固定可溶性铀时,减轻了地下水酸化,增强了对U(Ⅵ)和SO32-的去除,对Na2S2O4还原固定可溶性铀的影响较小,在Na2S2O4和NaHCO3浓度比为1︰1至1︰1.5时修复效果最佳。