MCM负载TiO2/Pd复合催化剂的制备、表征和性能

研究了用分子筛MCM多孔材料作载体,制备负载型MCM-TiO2和MCM-TiO2/Pd催化剂。用X-衍射(XRD)对样品进行了表征,在带CCD的T-64000型色散光谱仪上得到了样品的拉曼光谱。比较了样品对对甲基苯酚的光催化降解性能,并探讨了不同温度焙烧样品对对甲基苯酚光降解率的影响。     

基于局部最小二乘支持向量机的光谱定量分析

提出了一种基于局部最小二乘支持向量机(LSSVM)的回归方法,以克服待测参数和光谱数据间的非线性。本方法首先通过欧式距离选取局部训练样本子集,然后利用该子集建立LSSVM校正模型。由于每个测试样本建模时要选取不同的训练样本,因此提出相对距离的概念用来改进高斯核函数,使LSSVM的参数对于不同的训练样本具有自调整功能。针对一批汽油样本的实验结果表明,本方法的预测精度优于常见的局部线性建模方法和全局建模方法。     

拉曼光谱结合稀疏非负最小二乘算法用于混合物组分识别

拉曼光谱数据含有与被测物质组分相对应的指纹谱信息,是混合物组分识别的有效方法。传统的拉曼光谱法用于混合物组分检测时,存在光谱特征提取困难、搜索比对算法性能容易受数据库大小影响、识别精度难以保证等问题。针对此问题,本研究提出了一种基于稀疏非负最小二乘算法的混合物组分拉曼光谱识别方法。本方法将待识别的混合物光谱数据看作是各种纯净物光谱数据的线性表示;考虑到混合物组分数量相对于数据库中纯净物数量具有稀疏特性,利用稀疏最小二乘算法获得混合物光谱在纯净物光谱数据中的线性表示系数;并根据统计学中的2δ准则确定疑似组分;在此基础上,利用迭代最小二乘算法并结合T检验方法,实现混合物组分的最终识别。本研究基于自建的500种纯净物拉曼光谱数据库,对组分等体积比混合的19个混合物样本和不同体积比的81个样本进行了组分识别。结果表明,在等体积比情况下,本算法的查准率为90.24%,查全率为88.10%;对于不同体积比的混合物样本,整体查准率为93.22%,查全率为83.65%,表明此算法具有良好的稳定性和准确度。     

基于遗传算法与线性叠加模型的混合物组成拉曼光谱定量分析

提出了一种基于遗传算法(Genetic algorithm,GA)与线性叠加模型的拉曼光谱定量分析算法.仅需已知一种主要物质的拉曼光谱,即可基于一批包括该物质的混合物样本,结合相关分析获得各组分的特征峰位;再利用遗传算法拟合优化混合物对应的纯物质光谱矩阵;最后利用拟合得到的光谱矩阵,建立混合物中各种物质的拉曼光谱定量分...     

基于Voigt峰的未知成分光谱拟合算法及其在甲醇汽油定量分析中的应用

提出了一种基于Voigt函数的未知成分拉曼光谱拟合算法,利用Voigt峰函数的叠加形式对样本中未知成分所产生的背景光谱进行拟合。在扣除背景光谱影响后,利用被测成分的光谱贡献权值与成分浓度之间建立线性关系模型。实验在3种成分不同的基础汽油中加入不同体积比例(2.5%~80.0%)的甲醇溶液,利用本方法对成分未知的基础汽油所产生的背景光谱进行拟合,扣除拟合光谱后,剩余光谱即可视为甲醇的光谱贡献。基于4个训练样本建立了甲醇光谱贡献权值与浓度之间的线性定量分析模型,模型的预测均方误差(RMSEP)为1.86%,复相关系数(R2)达到0.987。结果表明,此方法可有效解决混合物中光谱重叠问题,具有训练样本少、外推性强的优点。     

拉曼光谱结合背景扣除化学计量学方法用于汽油中MTBE含量的快速测定研究

应用便携式拉曼光谱仪测量了汽油样本的拉曼光谱,以自适应迭代惩罚最小二乘方法(airPLS)对光谱进行了背景扣除和平滑处理,并选取特征峰区间利用偏最小二乘方法(PLS)建立了预测甲基叔丁基醚(MT-BE)的校正模型。以训练集相关系数和拟合误差及测试集相关系数和预测误差作为判定依据,确定了最佳建模条件。最终训练集相关系数为0.996 0,拟合误差为0.316 1,测试集相关系数为0.996 6,预测误差为0.490 1。结果表明采用便携式拉曼光谱结合化学计量学方法处理,可以满足对汽油中MTBE含量快速检测的要求。     

基于逆检索-非负最小二乘法的拉曼混合物分析方法研究

拉曼光谱因它可以提供非常丰富的结构信息而被看作是一项"指纹"技术,因此拉曼光谱可以被用作物质的定性识别。并且拉曼光谱具有制样简单,不破坏样品,在几乎所有的环境下都可以采集。通常认为拉曼光谱只能提供纯物质的结构信息,故利用拉曼光谱分析混合物的成分是有难度的。在便携式拉曼光谱仪、光谱数据库和化学计量学的基础上,开发了一种快速的混合物鉴别方法。根据基于小波域的自动精确峰值检测拉曼光谱的特点,对经典的逆搜索过程进行了改进。匹配质量可以用计算混合物和数据库中相减光谱中的负比率(按最小比例计算反向匹配峰的比值),提出一种基于改进的逆搜索和非负最小二乘法(Reverse searching and non-negative least squares,RSearch-NNLS),用于混合物分析。方法包括以下步骤:1)通过Whittaker平滑、ariPLS基线校正以及连续小波变换建立纯物质的拉曼光谱库;2)通过逆检索法对采集到的混合物拉曼光谱进行定性分析;3)根据第2步的结果,使用非负最小二乘法对候选化合物进行比例估算。方法是一种鉴别混合物的方法,具有一定的应用前景。     

纳米多级结构枣核型多孔氧化亚铜的合成及拉曼性质

通过简单温和的水相还原反应, 在表面活性剂十二烷基苯磺酸钠(SDBS)的协同下合成了亚微米级枣核型多孔氧化亚铜纳米多级结构. 通过改变盐酸的加入量可以实现纳米粒子尺寸在300-900 nm范围可调. X射线衍射(XRD)和透射电子显微镜(TEM)分析表明, 亚微米粒子由小于10 nm的晶粒构成. 基于实验结果, 我们提出生长-刻蚀竞争生长模型来解释枣核型空心多孔结构的形成机制, 同时说明了尺寸调节机理. 利用激光拉曼光谱仪研究了样品的光学性质, 与相似尺寸的亚微米实心多面体的拉曼响应信号对比发现, 枣核型空心多孔结构的拉曼光谱表现出新颖的特性. 这些结果补充了氧化亚铜的拉曼光谱样本, 对文物表面颜料的无损拉曼检测具有一定的指导意义.     

基于分层聚类的黑色签字笔笔迹拉曼光谱研究

提出一种结合分层聚类和判别分析对笔迹成分进行分类检验的方法。利用激光显微共聚焦拉曼光谱仪对收集的市面上常见的130支黑色签字笔笔迹样本进行检测。对测量数据进行Savitzky-Golay卷积平滑和Z-score标准化处理,利用组间连接法、组内连接法和离差平方和法三种分层聚类方法对数据进行分类,将三种聚类方法所得分类结果作为判别依据进行判别分析,检验聚类方法的正确率。结合聚类树状图与正确率,最终选择在分类数为4时原始分类结果正确率为100%、留一交叉验证分类结果正确率为98.5%的离差平方和法,提出了适用于黑色签字笔笔迹拉曼光谱数据的分层聚类方法和判别验证方法。     

基于拉曼光谱法所建的多元校正模型预测烟草中绿原酸和芸香苷的含量北大核心CSCD

为了满足现场批量检测的需求,基于拉曼光谱建立了多元校正模型,实现了烟草中绿原酸和芸香苷含量的预测。120个烟草样品(包含90个校正集样品和30个验证集样品)用50%(体积分数)甲醇溶液萃取后注入拉曼光谱液体池中,在325 nm激发波长下采集800~2000 cm^(-1)内的拉曼光谱,采用Savitzky-Golay卷积平滑法预处理所得原始拉曼光谱,用Monte-Carlo交互检验法选择隐变量数目,并在1555.8~1652.9 cm^(-1)波段内建立偏最小二乘法(PLS)多元校正模型,以避免绿原酸和芸香苷拉曼光谱在1600 cm^(-1)附近的光谱重叠干扰。结果显示,所建绿原酸和芸香苷模型的预测均方根误差(RMSEP)分别为0.88和0.67,预测集决定系数(R_(p)^(2))分别为0.948和0.970,说明基于拉曼光谱和PLS所建模型,可以对烟草中多酚类化合物绿原酸和芸香苷含量实现准确可靠的预测。     

Calculation of polymer blend compositions from Raman spectra: A new method based on parameter estimation techniques

A simple method to determine polymer blend compositions from their Raman spectra is presented. The method is based on expanding linearly the experimentally measured Raman spectrum of the blend, in terms of Raman spectra of pure components. A smooth function has also been included in the linear expansion to take into account the fluorescence interference, inherent to Raman spectroscopy. The coefficients of the linear expansion that give the best fit to the experimentally measured Raman spectrum of the blend are found by using a standard method of parameter estimation (Marquardt–Levenberg). These coefficients are directly related to the blend composition via a simple calibration procedure. Unlike standard methods of processing Raman spectra as deconvolution and curve‐fitting—which use Gaussian and/or Lorentzian functions to approximate the spectrum bands—the proposed method does not require either baseline correction or previous knowledge of peak parameters. Also, this method requires less CPU time than deconvolution and curve‐fitting procedures, and it is easy to automate. The proposed method has been applied to blends made out of two polymers: Polystyrene (PS) and poly(phenylene oxide) (PPO), to test its precision and consistency. Excellent agreement was found between calculated and expected blend compositions. Also, the reconstructed spectra agree very well with the experimentally measured blend spectra. © 2000 John Wiley & Sons, Inc. J Polym Sci B: Polym Phys 38: 1013–1023, 2000     

Product or sum: comparative tests of Voigt,and product or sum of Gaussian and Lorentzian functions in the fitting of synthetic Voigt‐based X‐ray photoelectron spectra

A comparative study for the fitting of X‐ray photoelectron spectra (XPS) using different model functions is presented. Synthetically generated test spectra using Gaussian/Lorentzian convolution and a real measured spectrum are fitted with the three commonly used models: product, sum and Gaussian/Lorentzian convolution functions. In these limited tests, it was found that the sum function is superior to the product function, particularly for low‐noise spectra. Copyright © 2007 John Wiley & Sons, Ltd.     

Development and Certification of NIST Standard Reference Materials for Relative Raman Intensity Calibration

In analytical Raman spectroscopy it becomes increasingly important to employ a procedure for the correction of the relative intensity of Raman spectra. The determination of the intensity response function of a Raman instrument traditionally has been carried out through a white light source that has been calibrated for its relative spectral irradiance. While this method will furnish a correction curve to yield spectra corrected to relative Raman intensity, it is often cumbersome and fraught with experimental difficulties that can profoundly affect the reliability of the correction procedure. An alternate methodology that permits a simplified calibration of the Raman instrument response function is based on the use of luminescent glass standards that transfer a white light calibration onto the Raman measurement system. In this procedure, a measurement of the luminescence of an intensity standard, whose relative irradiance has been determined, provides a means to establish the instrument response function. Correction of measured spectra by this function furnishes spectra that are free of instrumental intensity artifacts. Based on this approach, NIST is developing a series of Standard Reference Materials (SRMs) for the calibration of Raman intensity. This process, and the results obtained thereby, is described for Raman spectroscopy measurements employing 785nm excitation. The procedure is valid for both macro-sampling and micro-sampling Raman work.     

Computer analysis of a spectrometer slit function

A method for the computer analysis of a spectrometer slit function, considered as a convolution of two limiting functions has been developed. An apllication of this method to the slit function of a Raman spectrometer is described.     

Dealing with a local heating effect when measuring catalytic solids in a reactor with Raman spectroscopy

In continuation of our previous work on the applicability of the G(R(infinity)) correction factor for the quantification of Raman spectra of coke during propane dehydrogenation experiments (Phys. Chem. Chem. Phys., 2005, 7, 211), research has been carried out on the potential of this correction factor for the quantification of supported metal oxides during reduction experiments. For this purpose, supported chromium oxide catalysts have been studied by combined in situ Raman and UV-Vis spectroscopy during temperature programmed reduction experiments with hydrogen as reducing agent. The goal was to quantify on-line the amount of Cr(6+) in a reactor based on the measured in situ Raman spectra. During these experiments, a significant temperature effect was observed, which has been investigated in more detail with a thermal imaging technique. The results revealed a temperature 'on the spot' that can exceed 100 degrees C. It implies that Raman spectroscopy can have a considerable effect on the local reaction conditions and explains observed inconsistencies between the in situ UV-Vis and Raman data. In order to minimize this heating effect, reduction of the laser power, mathematical matching of the spectroscopic data, a different cell design and a change in reaction conditions has been evaluated. It is demonstrated that increasing the reactor temperature is the most feasible method to solve the heating problem. Next, it allows the application of in situ Raman spectroscopy in a reliable quantitative way without the need of an internal standard.     

Standardization of Raman spectra for transfer of spectral libraries across different instruments

In this paper we evaluate methods for standardization of Raman spectra that are required to improve spectral correlation computations between spectra measured on different instruments. Five commercially-available 785 nm Raman spectrometers from different vendors were included in the study. These spectrometers have diverse specifications and performance levels and range in size from laboratory-based instruments to field-deployable portable and handheld platforms. Since each Raman spectrometer has different characteristics, spectra obtained on one instrument cannot readily be compared to a library acquired on a different instrument without performing various types of spectral corrections (standardization). We outline a procedure that combines previously established Raman shift and intensity correction protocols with a resolution matching step to facilitate the comparison of a centralized master library with spectra acquired on different geographically distributed Raman spectrometers. The standardization procedure is effective in reducing the inherent instrument-to-instrument variability so that spectra from different spectrometers can be compared and reliable results obtained using library-based spectral correlation methods. The findings have important implications for the ability to transfer Raman spectral libraries between instruments.     

A compact collinear AOTF Raman spectrometer

A compact, lightweight, completely packaged, uncooled, fully-automated collinear acousto-optic tunable-filter (AOTF) based spectrometer has been used to measure Raman spectra of three organic energetic materials (NQ, HMX, and TNT) using argon-ion laser excitation. Even though the resolution of the AOTF spectrometer is modest (7.4 cm(-1)) and it was not specifically designed for measuring Raman spectra, it has performed impressively. Such an instrument is specially useful for remote sensing and field measurements. In this paper, we will describe this instrument, present the measured Raman spectra and their comparison with the corresponding FT-IR spectra.     

Surface Enhanced Raman Scattering Sensing with Nanostructures Fabricated by Soft Nanolithography

The nanospike structures formed with femtosecond laser irradiations have been successfully replicated on the surface of a polyurethane (PU) polymer using a low cost soft nanolithography method. The surface enhanced Raman scattering (SERS) of rhodamine 6G (Rh6G) and dinitrotoluene (DNT) molecules have been measured with silver coated PU nanospike surfaces by a simple portable Raman spectrometer. Compared to a flat silver coated surface, where no Raman Scattering of the molecules can be detected by the simple portable Raman spectrometer, the Raman spectra are enhanced by more than 4 orders of magnitudes. This indicates that the high area/volume ratio and small size of the PU nanospikes can be used for SERS sensing.     

Determination of the thermodynamic functions of lead carbonate on the basis of the calculation of vibrational states

The force constants of bond angles and bonds and parameters of the interatomic potential for the natural carbonate cerussite were determined from the valence force field calculation of the vibrational states of its crystal structure. The initial force constants were calculated by the semiempirical PM5 method using the MOPAC quantum-chemical program package. As the criterion of adequacy of calculations, the consistency between the simulated IR and Raman spectra and the experimental spectra of the compound was used. The heat capacity of lead carbonate as a function of temperature was calculated based on the theory of crystal lattice dynamics and by quantum-chemical methods. The best fit to the experimental data was provided by the semiempirical PM5 method. From the calculated heat capacities, the entropy values of the compound were found.     

基于稳健统计的新鲜乳腺组织拉曼光谱分析

采用便携式拉曼光谱仪对新鲜乳腺正常组织、良性组织和恶性组织进行检测,通过稳健统计方法对拉曼光谱数据进行分析处理,建立乳腺组织拉曼光谱标准图谱,根据标准图谱特征峰归纳3类组织的主要区别和特征.在3类乳腺组织中,正常组织有明显的脂类特征峰(1078,1297,1437,1653,1746 cm-1),而在良性和恶性组织中则出现了较明显的蛋白特征峰(1259,1530,1650 cm-1),正常、良性和恶性组织的主要区别集中在1340和1534 cm-1处,应归属为蛋白和类胡萝卜素,这一结果并不能由经典统计方法得出.基于稳健统计建立的新鲜乳腺组织拉曼光谱标准图谱为构建数学模型来鉴别乳腺病灶的性质奠定了基础.