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1.
本文针对运用目标转换因子分析从混合物红外光谱中解析出纯组分光谱的有关限制,进行了有效的改进.把抽象正交特征光谱与以单一向量为初始向量的目标转换因子分析相结合,提出了一种新的算法,结果令人满意.  相似文献   

2.
何锡文  曲加新  王永泰  杨万龙 《化学学报》1997,55(12):1207-1213
本文针对运用目标转换因子分析从混合物红外光谱中解析出纯组分光谱的有关限制,进行了有效的改进。把抽象正交特征光谱与以单一向量为初始向量的目标转换因子分析相结合,提出了一种新的算法,结果令人满意。  相似文献   

3.
吕剑峰  戴连奎 《分析化学》2007,35(3):340-344
为克服异常训练样本对校正模型的负面影响,提出了一种加权最小二乘支持向量机(WLS-SVM)的改进算法,解决了原有算法存在的迭代收敛问题,并将其运用于光谱定量分析.实验结果表明:与原有算法相比,WLS-SVM改进算法显著增强了对异常样本的检测能力,并大幅度地提高了校正模型的稳健性.  相似文献   

4.
训练字典及其稀疏表示在近红外光谱法检测柴油中的应用   总被引:1,自引:0,他引:1  
周扬  戴曙光  吕进  刘铁兵  施秧 《化学学报》2012,70(18):1969-1973
为提高柴油组分近红外法检测的精度, 提出了一种基于训练字典稀疏表示下的建模方法并用于柴油十六烷值、沸点和芳烃总量的检测. 该法先用柴油光谱结合K 均值奇异值分解(K-SVD)算法完成对冗余字典的训练, 再用正交匹配追踪算法(OMP)寻找柴油光谱在该训练字典下的稀疏表示系数, 用该系数建立了柴油十六烷值、沸点和芳烃总量偏最小二乘预测模型. 实验比对了训练字典、傅里叶字典和小波字典稀疏表示下的柴油组分预测模型性能, 其中训练字典的表示系数建模性能最优且比其他两种字典的预测性能有较大幅度改进, 验证了该法在近红外光谱检测建模领域推广能改善预测的准确度和稳健性.  相似文献   

5.
能量色散X射线荧光光谱背景扣除方法的探讨   总被引:2,自引:0,他引:2  
能量色散X射线荧光分析使得特征X射线的全能峰叠加在背景之上,针对能量色散X射线荧光谱线背景扣除算法的研究,简述了剥峰法和小波变换法扣除背景的原理,并将这两种方法用于对实际谱线的处理,取得了良好的效果.同时对两种方法的算法和处理效果进行了对比研究,表明剥峰法相对简单,而小波变换法需要考虑小波基和分解层次等的影响,但是对整个谱线的综合处理效果相对要好一些.  相似文献   

6.
中药材三七提取液近红外光谱的支持向量机回归校正方法   总被引:34,自引:0,他引:34  
提出近红外光谱的支持向量机回归校正建模方法.以中药材三七渗漉提取液为实际分析对象,对其近红外光谱数据进行预处理和主成分分析后,用支持向量机回归算法建立人参皂苷Rg1,Rb1和Rd以及三七总皂苷的近红外光谱校正模型.以Rg1,Rb1和Rd的HPLC测定值及三七总皂苷的比色法测定值为参照,将本文方法与偏最小二乘回归和径向基神经网络建模方法相比较,结果表明,本文所建模型的预测准确性优于后两者,可推广应用于中药提取过程的近红外光谱分析.  相似文献   

7.
利用Fourier变换红外光谱仪 ,红外显微镜和X Y扫描平台 ,通过设计和研制原位红外显微池和计算机接口及控制软件 ,建立了电化学原位扫描显微红外反射光谱 .研究工作显示 ,这一新的空间分辨原位红外反射光谱技术不仅可以获得固 /液界面环境中表面微区振动光谱的信息 ,还可以用于电极表面红外成象 .获得的CO在Pt多晶电极表面吸附性能的化学图象在 10 -2 cm尺度上给出电极表面微区反应性能的不均一性及其分布 .  相似文献   

8.
对隐身材料光红外谱特性评价方法进行了综述.分别介绍了近红外分光光度计光谱反射率测定方法、热红外成像技术、热红外发射率测定方法以及高光谱成像方法.通过人工绿与自然绿色物体的光谱反射率实验提出了近红外隐身材料与实际地物背景存在的差异及其需要改进的技术.  相似文献   

9.
提出了傅里叶变换滤波比值导数分光光度法,并以酸性铬蓝K作为显色剂,并把它当作一组分,而不是参比,对水中钙和镁进行同时测定,这样可以减少由显色剂引起的误差;对所测的光谱进行傅里叶变换滤波,求混合体系光谱与显色剂光谱的比光谱,再对波长示导,然后对剩下的两组分中的一级分的光谱进行比值求导;经过上述处理后所得到的剩余组分的比光谱导数与其浓度成正比;虽然显色剂及钙和镁的配合物的吸收光谱严重重叠,但用该法对模拟水样及实际水样中钙和镁进行同时测定,结果令人满意,其加标回收率为92%-103%。  相似文献   

10.
单晶硅表面周期性微结构的减反射特性及光伏特性   总被引:1,自引:0,他引:1  
利用聚苯乙烯胶体球自组装技术和纳米压印技术在单晶硅表面构筑了两种周期性微结构. 反射光谱表明, 两种周期性微结构都能够对特定波长的入射光有一定的减反射效果; 表面光电压谱和吸收光谱相对应, 在具有减反射效果的波长范围内观察到了表面光电压增强的现象, 说明这种表面构筑微结构的技术可以有效地利用在单晶硅太阳能电池的制造和设计上, 从而提高单晶硅太阳能电池的光电转换效率. 对这种周期性微结构的减反射机理进行了初步探讨.  相似文献   

11.
A modified partial least squares (PLS) algorithm is presented on the basis of a novel weight updating strategy. The new weight can handle situations with directions in X space having large variance unrelated to Y , whereas the linear PLS may not work well. In the proposed algorithm, the slice transform technique is introduced to provide a piecewise linear representation of the weight vectors. Then, the corresponding mapping functions are estimated by a least square criterion of the inner relation between the observed variables and the score of response variables. At last, weight vectors are updated by the obtained mapping functions, and the corresponding scores and loadings are calculated with the new weights. An optimal piecewise linear replacements of the PLS weights are achieved by the proposed method. The predictive performances of the new approach and other methods are compared statistically using the Wilcoxon signed rank test. Experimental results show that the proposed method can achieve simpler models, whereas the model performances are at least comparable with PLS and other methods. Copyright © 2012 John Wiley & Sons, Ltd.  相似文献   

12.
A new multiconfigurational self-consistent field (MCSCF) method based on successive optimizations of Jacobi rotation angles is presented. For given one- and two-particle density matrices and an initial set of corresponding integrals, a technique is developed for the determination of a Jacobi angle for the mixing of two orbitals, such that the exact energy, written as a function of the angle, is fully minimized. Determination of the energy-minimizing orbitals for given density matrices is accomplished by successive optimization and updating of Jacobi angles and integrals. The total MCSCF energy is minimized by alternating between CI and orbital optimization steps. Efficiency is realized by optimizing CI and orbital vectors quasi-simultaneously by not fully optimizing each in each improvement step. On the basis of the Jacobi-rotation based approach, a novel MCSCF procedure is formulated for excited states, which avoids certain shortcomings of traditional excited-state MCSCF methods. Applications to specific systems show the practicability of the developed methods.  相似文献   

13.
New diagnostics possibilities for graphene‐like (two‐dimensional absorbing) ultrathin films on dielectric substrates by integrating ellipsometric and reflectance measurements are analyzed. The analysis is based on the analytical theory which has been developed in the framework of a long‐wavelength approximation. Importantly, the new method allows simultaneously (without correlation) to determine the thickness and optical constants of two‐dimensional materials in the infrared region. Another interesting feature of this reflection technique lies in the fact that for data handling the traditional model‐based regression analysis is not in use. The inversion problem is resolved on the basis of an analytical approach which has no need of initial guesses for the desired parameters. The results are also of interest as suitable starting points for non‐approximated numerical iterative methods where the proper choice of the initial data plays a crucial role. The presented method is tested using a numerical simulation. Copyright © 2015 John Wiley & Sons, Ltd.  相似文献   

14.
The kernel energy method (KEM) has been illustrated with peptides and has been shown to reduce the computational difficulty associated with obtaining ab initio quality quantum chemistry results for large biological compounds. In a recent paper, the method was illustrated by application to 15 different peptides, ranging in size from 4 to 19 amino acid residues, and was found to deliver accurate Hartree–Fock (HF) molecular energies within the model, using Slater‐type orbital (STO)‐3G basis functions. A question arises concerning whether the results obtained from the use of KEM are wholly dependent on the STO‐3G basis functions that were employed, because of their relative simplicity, in the first applications. In the present work, it is shown that the accuracy of KEM does not depend on a particular choice of basis functions. This is done by calculating the ground‐state energy of a representative peptide, ADPGV7B, containing seven amino acid residues, using seven different commonly employed basis function sets, ranging in size from small to medium to large. It is shown that the accuracy of the KEM does not vary in any systematic way with the size or mathematical completeness of the basis set used, and good accuracy is maintained over the entire variety of basis sets that have been tested. Both approximate HF and density functional theory (DFT) calculations are made. We conclude that the accuracy inherent in the KEM is not dependent on a particular choice of basis functions. The first application, to 15 different peptides mentioned above, employed only HF calculations. A second question that arises is whether the results obtained with the use of KEM will be accurate only within the HF approximation. Therefore, in the present work we also study whether KEM is applicable across a variety of quantum computational methods, characterized by differing levels of accuracy. The peptide, Zaib4, containing 74 atoms, was used to calculate its energy at seven different levels of accuracy. These include the semi‐empirical methods, AM1 and PM5, a DFT B3LYP model, and ab initio HF, MP2, CID, and CCSD calculations. KEM was found to be widely applicable across the spectrum of quantum methods tested. © 2005 Wiley Periodicals, Inc. Int J Quantum Chem, 2006  相似文献   

15.
In the framework of second-order M?ller-Plesset linear-r(12) (MP2-R12) perturbation theory, a method is developed and implemented that uses an auxiliary basis set for the resolution-of-the-identity (RI) approximation for the three- and four-electron integrals. In contrast to previous work, the two-electron integrals that must be evaluated never involve more than one auxiliary basis function. The new method therefore scales linearly with the number of auxiliary basis functions and is much more efficient than the previous one, which scaled quadratically. A general formulation of MP2-R12 theory is presented for various ansatze, approximations, and orbitals (canonical or localized). The new method is assessed by computations of the valence-shell second-order M?ller-Plesset correlation energy of a few small closed-shell systems. The preliminary calculations indicate that the difference between the new and previous methods is about one order of magnitude smaller than the errors that occur due to basis-set truncations and RI approximations and under the assumptions of generalized and extended Brillouin conditions.  相似文献   

16.
组态相互作用中的特征波函数   总被引:2,自引:0,他引:2  
提出了完全活性空间组态相互作用方法中对称化算符、本征基、特征矩阵、特征波函数等概念和将多电子波函救按空间与自旋对称分类的统一方法。按此法对称化算符并作用在特征波函数上,再按等价权空间求和即得全组态波函数。因对称性使组态函数中物理因子与几何因子完全分离,可消除了变分求解中多余的变量。特征基化学概念明确,直接对应给定的价键结构。  相似文献   

17.
The correlation calculation of the electronic structure of PbH is carried out with the generalized relativistic effective core potential (GRECP) and multireference single‐ and double‐excitation configuration interaction (MRD‐CI) methods. The 22‐electron GRECP for Pb is used and the outer core 5s, 5p, and 5d pseudospinors are frozen using the level‐shift technique, so only five external electrons of PbH are correlated. A new configuration selection scheme with respect to the relativistic multireference states is employed in the framework of the MRD‐CI method. The [6, 4, 3, 2] correlation spin–orbit basis set is optimized in the coupled cluster calculations on the Pb atom using a recently proposed procedure, in which functions in the spin–orbital basis set are generated from calculations of different ionic states of the Pb atom and those functions are considered optimal that provide the stationary point for some energy functional. Spectroscopic constants for the two lowest‐lying electronic states of PbH (2Π1/2, 2Π3/2) are found to be in good agreement with the experimental data. © 2002 Wiley Periodicals, Inc. Int J Quantum Chem, 2002  相似文献   

18.
A new ultra HPLC (UHPLC) method using both MS and fluorescence detection (FD) was developed for the determination of five fluoroquinolones in wastewaters. Systematic method development approach was compared with a conventional one. During the systematic approach, a possibility of automatic switching among four independent analytical columns of different chemistries has been used. Acidic as well as basic pH using ACN and methanol as organic modifiers was tested. The best separation of fluoroquinolones was obtained on phenyl analytical column at pH 10.5, which is a completely novel approach for separation of fluoroquinolones. Further, a new SPE procedure was developed for the sample preparation using basic pH as well. The sensitivity and selectivity of FD and MS detection were compared. FD at basic pH 10.5 demonstrated lower sensitivity than at acidic pH, which is conventionally performed. At basic pH, UHPLC‐MS/MS was found about two orders of magnitude more sensitive than FD. Both methods were validated and subsequently UHPLC‐FD method was used for the evaluation of stability of fluoroquinolones. UHPLC‐MS/MS method was used for the analysis of wastewater samples. Norfloxacin and ciprofloxacin were detected in samples of influent and effluent from wastewater treatment plant. Ofloxacin was detected only in influent from wastewater treatment plant.  相似文献   

19.
Several minimal (7, 3/3) Gaussian basis sets have been used to calculate the energies and some other properties of CH4 and H2O. Improved basis sets developed for these molecules have been extended to NH3 and HF and employed to H2CO and CH3OH. Interaction energies between XHn molecules have been calculated using the old and the new minimal basis sets. The results obtained with the new basis sets are comparable in accuracy to those calculated with significantly more extended basis sets involving polarization functions. Binding energies calculated using the counterpoise method are not much different for the new and the old minimal basis sets, and are likely to be more accurate than the results of much more extended calculations.  相似文献   

20.
A general, full-dimensional computational method for the accurate calculation of rotationally and vibrationally excited states of tetra-atomic molecules is further developed. The resulting computer program may be run in serial and parallel modes and is particularly appropriate for molecules executing wide-amplitude motions and isomerizations. An application to the isomerizing acetylene/vinylidene system is presented. Large-scale calculations using a coordinate system based on orthogonal satellite vectors have been performed in six dimensions and vibrational term values and wave functions for acetylene and vinylidene states up to approximately 23 000 cm(-1) above the potential minimum have been determined. This has permitted the characterization of acetylene and vinylidene states at and above the isomerization barrier. These calculations employ more extensive vibrational basis sets and hence consider a much higher density of states than in any variational calculations reported hitherto for this system. Comparison of the calculated density of states with that determined empirically suggests that our calculations are the most realistic achieved for this system to date. Indeed more states have been converged than in any previous study of this system. Calculations on lower lying excited states of acetylene based on HC-CH diatom-diatom coordinates give nearly identical results to those based on orthogonal satellite vectors. Comparisons are also made with calculations based on HH-CC diatom-diatom coordinates.  相似文献   

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