基于数据挖掘算法的地铁站内温度时序预测方法

提出了基于数据挖掘算法的地铁站内环境温度时序预测的方法.分别建立了支持向量数据(SVR)、BP神经网络(BPNN)、决策树CART三种预测模型,对比了一般的输入-输出建模方法与基于时间时间延迟方法的预测结果,以及不同时间延迟下三种数据挖掘模型的预测结果.结果表明:基于时间序列的预测模型效果比一般的输入-输出模型效果更好;当时间延迟为1时,三种模型的预测精度相对较高,且在此条件下,模型的预测效率也最高;基于SVR的时间序列预测模型精度比BPNN和CART更高.     

Neutron diffraction study on composite compound Nd2Co7

The crystallographic and the magnetic structures of the composite compound Nd₂Co₇ at 300 K are investigated by a combined refinement of X-ray diffraction data and high-resolution neutron diffraction data. The compound crystallizes into a hexagonal Ce₂Ni₇-type structure and consists of alternately stacking MgZn₂-type NdCo₂ and CaCu₅-type NdCo₅ structural blocks along the c axis. A magnetic structure model with the moments of all atoms aligning along the c axis provides a satisfactory fitting to the neutron diffraction data and coincides with the easy magnetization direction revealed by the X-ray diffraction experiments on magnetically pre-aligned fine particles. The refinement results show that the derived atomic moments of the Co atoms vary in a range of 0.7 μ_B-1.1 μ_B and the atomic moment of Nd in the NdCo₅ slab is close to the theoretical moment of a free trivalent Nd³⁺ ion, whereas the atomic moment of Nd in the NdCo₂ slab is much smaller than the theoretical value for a free Nd³⁺ ion. The remarkable difference in the atomic moment of Nd atoms between different structural slabs at room temperature is explained in terms of the magnetic characteristics of the NdCo₂ and NdCo₅ compounds and the local chemical environments of the Nd atoms in different structural slabs of the Nd₂Co₇ compound.     

Effect of local atomic disorder on the half-metallicity of full-Heusler Co2FeSi alloy: a first-principles study

This paper investigates the effect of atomic disorder on the electronic structure, magnetism, and half-metallicity of full-Heusler Co2FeSi alloy by using the full-potential linearized augmented plane wave method within the generalized gradient approximation (GGA) and GGA+U schemes. It considers three types of atomic disorders in Co2FeSi alloy: the Co-Fe, Co-Si, and Fe-Si disorders. Total energy calculations show that of the three types of disorders, the Fe-Si disorder is more likely to occur. It finds that for the Co-Si disorder, additional states appear in the minority band-gap at the EF and the half-metallcity is substantially destroyed, regardless of the disorder level. On the other hand, the Co-Fe and Fe-Si disorders have little effect on the half-metallicity at a low disorder level. When increasing the disorder levels, the half-metallcity is destroyed at about 9 % of the Co-Fe disorder level, while that stays at 25 % of the Fe-Si disorder level.     

R-site cation randomness effect in the A-site ordered Y0.5La0.5BaMn2O6 compound

The R/Ba-ordered and R-site mixed compound Y0.5La0.5BaMn2O6 is synthesized, in which (Y, La) and Ba are regularly arranged, while Y and La randomly occupy the R-site. Y0.5La0.5BaMn2O6 has a tetragonal unit cell with a space group of P4/mmm. A structural transition between tetragonal and orthorhombic is observed at about 325 K by X-ray powder diffraction (XRD). Thermal magnetic measurement shows the occurrence of an antiferromagnetic transition at the temperature TN～190 K. Anomalies in magnetization, resistivity and lattice parameters observed around 340 K indicate a charge/orbital order transition accompanying the structural phase transition. The R-site randomness effect is discussed to interpret the different properties of Y0.5La0.5BaMn2O6 between NdBaMn2O6 and SmBaMn2O6.     

稀土掺杂Gd2Te4O11亚碲酸盐荧光粉的合成及其发光性能

采用水热法制备了一系列稀土Dy³⁺,Tb³⁺,Eu³⁺掺杂的极性Gd₂Te₄O₁₁(GTO)亚碲酸盐荧光粉.对样品的物相结构、形貌和热稳定性等进行了表征,测试了样品的发光性能.结果显示,所制样品均为单相,呈短杆状形貌,尺寸在微米量级,热稳定性能良好.对于GTO:Dy³⁺荧光粉,在紫外光激发下的发光主要位于黄绿光区,获得最强发光强度的掺杂浓度为2.5%,色坐标为(0.39,0.43);荧光衰减曲线表明GTO:Dy³⁺样品发光寿命随着掺杂浓度增大逐渐减小,与Dy³⁺离子间的交叉弛豫有关.对于GTO:Eu³⁺荧光粉,在紫外光激发下的发光主要位于红光和橙红光区,其发射强度随着Eu³⁺掺杂浓度的增大而增强.当掺杂浓度为10%时,样品发光的色坐标为(0.62,0.38),位于橙红光区,且样品的发光寿命几乎不受掺杂浓度影响.对于GTO:Tb³⁺     

基于联合基座的天文/惯性组合测量系统的静态标校方法

从联合基座出发,设计了方位基准传递系统,对天文/惯性组合测量系统进行方位标校。舰船在码头系泊状态下,在甲板坐标系内,通过简单的光学方法达到满意的标校精度。在方位基准传递系统中,通过电子经纬仪将舰船的方位基准(首尾线)传递给惯性平台,再经过光电准直仪,将方位基准传递给方位光学工装,最后经过光电准直仪将方位基准传递给天文经纬仪,完成了通过惯导平台的方位镜与方位光学工装实现了不同层甲板的方位标校。实际标校和对标校误差分析计算结果表明:总的标校精度约为5.66″,优于10″的精度要求,提高了系统安装精度。     

组合结构化合物Ho2Ni7-xFex(x=0-3.0)的晶体结构、结构转变和磁性

在金属间化合物的结构演变中,原子尺寸因素起着重要的作用.由于密堆积效应,不同原子半径比的元素往往形成不同的结构.而自由电子填充于原子构成的晶体结构的间隙中,它对化合物的结构也有影响.基于组合结构化合物Ho2Ni7-xFex,结合原子尺寸与自由电子对晶体结构的不同影响,文章探讨一种单位体积内自由电子浓度的经验方法来判断Ho2Ni7-xFex化合物中两种异构体间的转变.随着Fe含量的增加,Ho2Ni7-xFex化合物先结晶成Gd2Co7型三方结构,然后结晶成Ce2Ni7型六方结构.利用Rietveld精修技术和磁测量,获得了化合物的晶体结构参数和饱和磁化强度.化合物晶胞常数随Fe含量增加而增加,饱和磁化强度则随之减少(dMs/dx=-2).分析结果表明,单位体积内自由电子浓度更高,化合物形成三方结构,反之则形成六方结构.     

Phase separation in Sr doped BiMnO3

Phase separation in Sr doped BiMnO3 （Bil_xSrxMnO3, x = 0.4-0.6） was studied by means of temperature-dependent high-resolution neutron powder diffraction （NPD）, high resolution X-ray powder diffraction （XRD）, and physical property measurements. All the experiments indicate that a phase separation occurs at the temperature coinciding with the reported charge ordering temperature （Tco） in the literature. Below the reported TCO, both the phases resulting from the phase separation crystallize in the orthorhombically distorted perovskite structure with space group Imma. At lower temperature, these two phases order in the CE-type antiferromagnetic structure and the A-type antiferromagnetic structure, respectively. However, a scrutiny of the high-resolution NPD and XRD data at different temperatures and the electron diffraction exper- iment at 300 K did not manifest any evidence of a long-range charge ordering （CO） in our investigated samples, suggesting that the anomalies of physical properties such as magnetization, electric transport, and lattice parameters at the TCO might be caused by the phase separation rather than by a CO transition.