Characterization of a Pd-Fe bimetallic model catalyst

Small bimetallic Pd-Fe particles supported on a well ordered alumina film grown on NiAl (1 1 0) were studied focusing on the geometric, electronic, adsorption, as well as magnetic properties. The morphology, growth mode and surface composition were investigated by combining scanning tunneling microscopy (STM), temperature-programmed desorption (TPD) and infrared spectroscopy (IRAS) using CO as a probe molecule. Information on the electronic properties of the bimetallic systems was obtained by means of X-ray photoelectron spectroscopy (XPS). These measurements were amended by in situ ferromagnetic resonance spectroscopy to address the magnetic properties of the bimetallic particles. The subsequent deposition of the metals at 300 K varying the order of metal deposition resulted in two distinct bimetallic systems. Pd deposited on existing Fe particles forms a shell, however, FMR and XPS suggest that intermixing of Pd and Fe occurs to some extent. For the reverse order, a larger amount of Fe is required to coat Pd particles, due to the strong tendency of Pd to segregate to the surface of the particles.     

Ni在ZrO2(111)薄膜表面的生长、电子结构及热稳定性

利用X射线光电子能谱、紫外光电子能谱和低能电子衍射研究了Ni纳米颗粒在ZrO₂(111)薄膜表面的生长模式、电子结构及热稳定性. ZrO₂(111)薄膜外延生长于Pt(111)单晶表面,厚度约为3 nm.结果表明,当Ni气相沉积到ZrO₂(111)薄膜表面上时,遵循Stranski-Krastanov生长模式,即先二维生长至0.5 ML(monolayer),然后呈三维岛状生长.随着覆盖度的减小, Ni 2p_3/2峰逐渐向高结合能位移.利用俄歇参数法分析发现,引起该峰向高结合能位移的主要原因来源于终态效应的贡献,但在低的Ni覆盖度时,也有部分初态效应的贡献,说明Ni在ZrO₂表面初始生长时,两者存在较强的界面相互作用, Ni向ZrO₂衬底传递电荷,形成带部分正电荷的Ni_δ+.两种不同覆盖度(0.05和0.5 ML)的Ni/ZrO₂(111)模型催化剂热稳定性研究表明,当温度升高时, Ni逐渐被氧化成Ni₂₊,并伴随着向ZrO₂衬底的扩散.本文从原子水平上认识了Ni与ZrO₂表面的相互作用和界面结构,为理解实际ZrO₂担载的Ni催化剂结构提供了重要的依据.     

The influence of some fuzzy implication operators on the accuracy of a fuzzy model-part II

The influence of fuzzy implication operators and the connective Also on the accuracy of a fuzzy model of a d.c. series motor is considered. Some typical fuzzy implication operators are applied to the construction of a fuzzy model of a d.c. series motor. A root-mean-square error is used as the criterion of the fuzzy model's adequacy to the real system. A number of mathematical operations necessary for the implementation of the fuzzy model are used as the criterion by which the fuzzy model's applicability if estimated from the point of view of computing techniques. The best types of fuzzy relations, representing fuzzy models of a real system, are chosen in order to secure the least root-mean-square error with minimal number of mathematical operations necessary for computer implementation.     

Entropic criterion for model selection

Model or variable selection is usually achieved through ranking models according to the increasing order of preference. One of methods is applying Kullback–Leibler distance or relative entropy as a selection criterion. Yet that will raise two questions, why use this criterion and are there any other criteria. Besides, conventional approaches require a reference prior, which is usually difficult to get. Following the logic of inductive inference proposed by Caticha [Relative entropy and inductive inference, in: G. Erickson, Y. Zhai (Eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, AIP Conference Proceedings, vol. 707, 2004 (available from arXiv.org/abs/physics/0311093)], we show relative entropy to be a unique criterion, which requires no prior information and can be applied to different fields. We examine this criterion by considering a physical problem, simple fluids, and results are promising.     

基于小波去噪和WNN-ARIMA组合模型的年径流预测

为解决单一的小波神经网络预测精度不高的问题,提出一种新的基于小波去噪和WNN-ARIMA组合模型,应用小波阈值去噪法对小波神经网络的输入值进行预处理,同时对模型残差值进行ARIMA模型修正.利用该组合模型对洮河流域下巴沟站年径流量进行预测,预测趋势和预测值与原始实测数据吻合度高,表明此组合模型可靠性强,可以有效预测年径...     

异方差回归模型近邻型估计的相合性

本文研究异方差回归模型Ｙｉ＾（ｎ）＝ｇ（ｘｉ＾（ｎ））＋εｉ＾（ｎ）,ｉ＝１,…,ｎ,其中ｇ是右实函数,ｘｉ＾（ｎ）是非随机设计点列,εｉ＾（ｎ）是随机误差,文中定义了一类ｇ（ｘ）的近邻型估计ｇｎ（ｘ）＝（ｎ）∑（ｉ＝１）Ｗｍ（ｘ）Ｙｉ＾（ｎ）,得到了ｒ阶平均相全和渐近正态性,特别,在（∞）∑（ｎ＝１）（ｎ）∑（ｉ＝１）Ｅ／εｉ＾（ｎ）／＾ｓ／（ｎｉ）＾ｓ／ｒ〈∞,ｍａｘＥ（１≤ｉ≤ｎ）／εｉ（＾     

木质素及其模型化合物的加氢脱氧反应研究进展

随着化石能源的不断枯竭,以及所产生的环境问题-温室效应及其高硫含量引起的酸雨,迫使人类寻找新型替代能源.在众多可再生能源中,生物质因其碳中性,易获取,作为唯一可转化为液体燃料的可再生资源,正日益受到重视.全球每年生物质产出高达1.7×1011t,其中,含75%的碳水化合物如纤维素、甲壳素和淀粉,20%木质素,其他占     

用紧耦合方法研究C4+和O6+与He原子碰撞

用双中心原子轨道紧耦合方法计算了C4+-He以及O6+-He碰撞的单俘获总截面,入射离子的能量范围为10～100keV/amu,所得计算结果在实验误差范围内与实验值很好符合.对满壳层入射离子,研究了单俘获截面随入射离子电荷态的变化,并讨论了原子轨道展开波函数数目对计算结果的影响.p     

中药提取过程在线紫外动态趋势回归分析及终点判定

随着中药生产行业的转变,中药生产过程现代化成为了必然趋势。而目前由于缺乏有效的在线检测手段,中药生产检测滞后性大,产品质量参差不齐。针对中药提取过程在线监控及终点判定的问题,基于朗伯比尔定律及中药提取动力学方程建立提取液紫外吸光度随时间变化模型,并提出动态分析及终点判断方法, 该方法包括紫外吸光度序列拟合、稳健性分析以及终点计算。以千年健提取过程为例,使用本实验室自主研发的中药提取液在线采样系统进行光谱收集,并对离线样本求取其有效固体物质含量作为参考。分析过程中,首先对实时检测的光谱进行插值及滤波处理,计算230.2～400 nm紫外谱区的吸光度均值并结合前期数据组成吸光度均值序列;随后,进行了该吸光度序列与提取液固体含量之间的相关分析,得到线性相关系数r2=0.9828,证明二者存在较强的线性关系;最终对吸光度均值序列进行动态模型稳健回归及提取终点判定。结果表明：回归过程通过稳健性分析能够充分识别出测量异常点,提高了拟合曲线与原始吸光度的复相关系数,使其达到0.99,并通过终点判定将千年健提取时间由最初人工设定的180 min缩短至122 min。实验证明,紫外在线监控方法实现了提取过程的在线监控及终点判定,对稳定产品质量、提高经济效益具有重要意义。     

一类广义Lanchester模型的数值解及若干结论

本讨论了一类广义的Lanchester模型在一些限制条件下的近似解，并给出了若干结论。