首页 | 本学科首页   官方微博 | 高级检索  
相似文献
 共查询到20条相似文献,搜索用时 171 毫秒
1.
烟草组分的近红外光谱和支持向量机分析   总被引:1,自引:0,他引:1  
测定了120个产自福建、安徽和云南烟草样品的近红外光谱. 在利用支持向量机(SVM)技术建立其定量、定性分析模型之前, 用小波变换技术对光谱变量进行了有效的压缩, 然后采用径向基核函数建立了75个烟草样品的分类模型, 同时建立了总糖、还原糖、烟碱和总氮4个组分的定量分析模型, 并利用45个烟草样品对模型进行了检验. 仿真实验表明, 建立的SVM分类模型分类准确率达到100%, 而4个组分的定量分析模型的预测决定系数(R2)、预测均方差(RMSEP)和平均相对误差(RME)3个指标值显示其模型泛化能力非常强, 预测效果良好, 可见这是一种有效的近红外光谱的建模分析方法.  相似文献   

2.
不久前,燕山石化橡胶事业部MTBE合成装置在线近红外光谱测试醇烯比闭环控制系统开发技术通过了燕山石化公司科学技术成果评定。  相似文献   

3.
近红外光谱定量校正模型的建立及应用   总被引:2,自引:0,他引:2  
介绍了近红外光谱定量校正模型的建立步骤,从样品集的选择,光谱的采集,定量校正模型的建立和验证,到模型适用性判据的建立.在此基础上,剖析了影响近红外光谱分析结果的因素,并讨论了在实际应用过程中应注意的关键性问题.  相似文献   

4.
采用近红外光谱漫反射模式结合化学计量学方法对稻米镉含量是否超标进行可行性鉴别分析.本研究收集了120个样本,测定其镉含量值(合格49个,不合格71个).对光谱数据预处理方法优化,确定了平滑,一阶导数以及自归一化后的数据作为输入变量.采用竞争性自适应重加权算法筛选了45个关键变量,并对上述变量的光谱吸收带进行归属.比较了主成分分析-判别分析法、偏最小二乘识别分析、线性判别分析、K-最近邻法与簇类独立软模式法5种模式识别方法.确定采用偏最小二乘识别分析建模效果最好,模型训练集与预测集鉴别准确率分别达到98.8%与91.7%.结果表明,近红外光谱作为初筛方法可用于鉴别稻米中镉含量是否超标.  相似文献   

5.
镱(Ⅲ)卟啉配合物的合成、结构表征和近红外光谱研究   总被引:1,自引:0,他引:1  
合成了5个meso-位和β-位具有不同取代基的Yb(Ⅲ)卟啉配合物(2a~2e), 并对其结构进行了表征; 研究了配合物的可见光谱和近红外光谱性质, 测得了相关的量子产率和荧光寿命. 研究结果表明, 此类中性单核Yb(Ⅲ)卟啉配合物由于Yb3+的存在, 导致卟啉配体发生π→π*跃迁, 并将吸收的可见光能量传递给Yb3+的激发态, 使得配合物在近红外光区有很强的发光, 且meso-位为供电子基团的Yb(Ⅲ)卟啉配合物的发光效率比含吸电子基团的Yb(Ⅲ)卟啉配合物高, 而β-位溴化的Yb(Ⅲ)卟啉配合物的发光效率较差.  相似文献   

6.
MgCl2/甲醇溶液的近红外光谱研究及量子计算   总被引:4,自引:0,他引:4  
吴晓静  许晓娜 《化学学报》2009,67(6):535-540
利用近红外光谱研究了MgCl2/甲醇溶液中的氢键种类及其变化和溶液离子化作用. 近红外光谱结果分析表明, Mg2+与溶剂发生了强烈的相互作用导致溶液中的氢键发生变化. 随着MgCl2浓度的增加, 多聚体氢键(δ-OHs)减少, 低聚体和二聚体氢键(γ-OHs)增加, OHs总数维持不变. 通过对光谱曲线的分解拟合, 定量地计算了不同浓度范围(0.21~0.62 mol•kg-1)内Mg2+的溶剂化数为5.5到5.0. 并利用量子化学方法对溶剂化数为5和6的配合物结构进行优化及热力学性质的计算, 通过光谱变化及理论计算推断Cl-可能会以氢键结合甲醇分子的形式存在.  相似文献   

7.
采用温和的方法制备了苯硼酸吸附剂,将其用于雪菊中微量木犀草苷的富集,并以此为基础建立了快速、选择性地测定雪菊中木犀草苷含量的近红外光谱分析方法。富集了木犀草苷的吸附剂无需脱附,即可用近红外漫反射光谱直接检测,通过偏最小二乘回归法建立了定量分析木犀草苷的校正模型,并成功实现了木犀草苷含量的测定。采用此苯硼酸吸附剂0.2 g,常温振荡吸附20 min后,吸附效率可达85.5%。结果表明,经连续小波变换处理近红外光谱分析数据,木犀草苷预测模型的预测浓度和参考浓度之间的相关系数为0.9765,且木犀草苷在0.15~19.5 mg/L浓度范围内具有较好的预测结果,预测回收率为84.7%~113.2%。本研究建立了苯硼酸吸附剂吸附预富集方法,与近红外漫反射光谱结合,实现了雪菊溶液中微量木犀草苷的选择性测定,为近红外光谱与吸附富集分析药食用植物中的其它有效成分的研究提供了参考。  相似文献   

8.
基于高光谱成像技术的配方烟丝组分判别   总被引:1,自引:0,他引:1  
应用近红外(1000~2200 nm)高光谱成像技术开展了面对像素、面对样本的配方烟丝4种组分(叶丝、梗丝、薄片丝、膨胀丝)的判别研究.以样本高光谱图像的所有像素点光谱数据进行面对像素的组分判别;以样本所有像素点的平均光谱数据进行面对样本的组分判别.采用二阶导数法结合萨维茨基-戈莱平滑(SG)滤波对光谱数据进行预处理....  相似文献   

9.
采用提拉法生长高质量的纯LuAG晶体和4%(原子分数)Tm:LuAG晶体.对晶体的晶胞参数和光谱性能进行了详细的表征.研究发现:Tm~(3+)的掺入没有改变LuAG基质的晶体结构;吸收光谱中255 nm处的吸收带是由Fe~(3+),Fe~(2+)引起的;晶体在782 nm处的吸收峰,与商用AlGaAs二极管的发射波长匹配良好,吸收截面为5.07×10~(-21) cm~2.Tm:LuAG晶体在2 μm波段的荧光峰对应~3F_4-~3H_6能级之间的跃迁,荧光寿命长达11.9 ms,有利于激光的高能量调Q输出.结果表明,Tm:LuAG晶体是2 μm激光器中很有发展潜力的增益介质,将会替代Tm:YAG晶体应用于激光雷达系统.  相似文献   

10.
本文研究了在酸性CdSO_4+HTeO_2~+6HgCl_2 电解液中多晶富镉Hg_(1-x),Cd_(?),Te(x>0.5)的电沉积过程,实现了三种离子在同一电位下共沉积的技术。对在钛基底上沉积出的薄膜进行XRD,SEM和EDAX分析,结果表明薄膜为闪锌矿型的多晶结构,分布均匀连续。考察了(1—x)=0.09时多晶薄膜在多硫氧化还原电对液中的光电化学行为,光强为100mW/cm~2时,短路光电流I_(sc)=1.88mA/cm~2,开路光电压V_(oc)=0.25V,填充因子F·F=0.22。由光电化学光谱所确定出的禁带宽度E_g=1.26eV,Mott-schottky曲线给出了电极的平带电位φfb为—1.26V(vs.SCE),从而得到开路光电压V_(oc)可能达到的最大值为0.49V。因此,多晶富镉Hg_(1-x)Cd_xTe薄膜是一种很有潜力的光活性电极材料。  相似文献   

11.
Three new Cd(II) complexes incorporating both 2-(1H-imidazol-1-methyl)-1H-benzimidazole (imb) and 1,4-benzenedicarboxylate (bdic2?), [CdCl(bdic)1/2(imb)2]n (1), {[Cd(bdic)(imb)(H2O)]·DMF·2H2O}n (2), and [Cd(bdic)(imb)]·3H2O}n (3), have been prepared and structurally characterized by single crystal X-ray diffraction. Bdic2? anions connect the?Cd-imb-Cd-imb?chains leading to a 2-D structure of 1. Bdic2?(A) and bdic2?(B) anions link the binuclear [Cd2(imb)2(H2O)2] units forming a 2-D structure of 2. Complex 3 features a 2-D structure involving supramolecular “double-layer” motifs. IR spectra and thermogravimetric curves are consistent with the results of the X-ray crystal structure analysis; 13 exhibit good fluorescence in the solid state at room temperature.  相似文献   

12.
《Analytical letters》2012,45(18):2931-2937
Abstract

A rapid and accurate method is presented to determine CaCO3, SiO2, Fe2O3, and Al2O3 in cement raw meal using near-infrared (NIR) spectroscopy. Multiplicative scatter correction (MSC) was employed to eliminate the scattering signal and partial least squares (PLS) regression was used to build the analysis model. The results demonstrated good performance by this approach for the determination of CaCO3, SiO2, Fe2O3, and Al2O3. NIR spectroscopy exhibits the feasibility to characterize the quality of cement raw meal. Compared with prompt gamma neutron activation analysis (PGNAA) and X-ray fluorescence (XRF), this method is more efficient and safer.  相似文献   

13.
本文研究了新显色剂1-(对-偶氮苯)-3-(2-噻唑)-三氮烯在非离子表面活性剂TritonX-100存在下,与锌(Ⅱ)显色反应的适宜条件。结果表明,在pH13.0~14.0范围内,锌(Ⅱ)与题示试剂形成1:3的稳定粉红色配合物,其最大吸收波长为545nm,试剂的最大吸收波长为463nm。配合物表现摩尔吸光系数在545nm处为9.6×10 ̄4L·mol ̄(-1)*cm ̄(-1);0~24μg/25mLZn符合比耳定律。该试剂对锌的选择性良好。方法用于铝合金中锌的直接测定,结果令人满意。  相似文献   

14.
1 INTRODUCTION Recently, for the fluorescent properties, Schiff base has been more and more important and widely studied in density optical memories, nonlinear op- tics (NLO), organic light-emitting diodes (OLED), polymer LED and electrogenerated chemilumines- cence (ECL)[1~5]. Thiosemicarbazones are a kind of Schiff bases with thiourea and good ligands easily chelating with transition metal ions. Although they have been studied extensively for a long time due to their chemical and b…  相似文献   

15.
1 INTRODUCTION Phosphorus-containing vinyl compounds havebeen widely studied due to their versatile physiolo-gical activities and applications in transition metalchemistry, asymmetric catalysis and photorearrange-ment[1~4]. In our previous papers, we have reportedthe syntheses of 2,2,4,5-tetrasubstituted-1,3-dithio-les[5] and 2,5-bis(morpholino)-3,4-bis-(p-chloro-phe-nyl)thiophenes[6] by the reactions of α-thioaroyl-thiofor-mamide with trimethyl phosphite at room tempera-ture and in refl…  相似文献   

16.
报道了标题化合物的合成、晶体结构及性质。该晶体属于单斜晶系,空间群为P2~1,晶胞参数a=0.9255(3)nm,b=1.0504(3)nm,c=1.0217(3)nm,β=100.99(2)°,V=0.9750nm^3,Z=2,D~c=1.790g/cm^3,R=0.025,晶体结构由直接法解出。标题化合物分子中的锡原子被配体的三个碳、一个碘和一个氧原子配位;配位原子是畸变的三角双锥构型;标题化合物具有与卤素发生取代反应而不发生加成反应的性质。  相似文献   

17.
A rheo-optical near-infrared (NIR) spectroscopy, based on the combination of NIR spectroscopy and mechanical analysis, was applied to polyamide (PA) 6 samples consisting of bundled amorphous chains. Sets of strain-dependent NIR spectra as well as tensile stress of dried and wet treated PA 6 samples were collected during the mechanical elongation of the samples. The spectra were then subjected to two-dimensional (2D) correlation analysis to elucidate fine features of the spectral changes. An asynchronous correlation peak develops between the bands at 2355 and 2300 nm due to the combination modes of CH2 groups arising from the rubbery amorphous chain and rigid crystalline lamella of the dried PA 6, respectively. It therefore indicates that during the tensile deformation, the orientation of the amorphous chain is induced first to cause the elastic deformation. Further elongation results in the rotation of the crystalline lamella connected with the amorphous chain. This correlation intensity apparently increases by the wet treatment, suggesting that water molecule in the PA 6 disrupts the H-bonding interaction between the adjacent polymer chains and thus makes the polymer more flexible. Accordingly, it is likely the H-bonding between the polymer chains works in a manner somewhat similar to cross-linked polymers, which substantially effects on the mechanical property of the PA 6.  相似文献   

18.
研究了1-(4-安替比林基)-3-(2,4-二硝基苯基)-三氮烯与汞(Ⅱ)显色反应新的显色条件,建立了一个高灵敏度、高选择性的汞的分光光度方法。方法直接用于地面水和尿液中汞的测定,其加入回收率为94.1~104.4%,变异系数为3.5%,所得结果与冷原子吸收法一致。  相似文献   

19.
Unlike 1-aminobenzimidazoles, 1-alkylaminobenzimidazoles are thiolated on fusing with sulfur without elimination of theN-amino group, yielding the previously unknown 1-(alkylamino)benzimidazoline-2-thiones. These compounds can be more conveniently obtained on a preparative scale by thiolation of 1-alkylacetamidobenzimidazoles with subsequent hydrolytic elimination of the acetyl group. When 1-(dialkylamino)benzimidazoles are fused with sulfur, they are converted into 1-(dialkylamino)benzimidazoline-2-thiones. By alkylation of 1-(methylamino)- and 1-(diethylamino)benzimidazoline-2-thiones with methyl iodide in alkaline media the corresponding 2-(methylthio)benzimidazoles were prepared.Translated fromIzvestiya Akademii Nauk. Seriya Khimicheskaya, No. 11, pp. 2231–2235, November, 1995.The authors are grateful to the Contest Center of Basic Natural Science at St. Petersburg University for financial support of this study.  相似文献   

20.
The reactions of Cu (II), Zn (II) and Cd (II) chloride or bromide with (E)-1-(3,4-dimethoxybenzylidene)-4-methylthiosemicarbazone (MTSVT) lead to the formation of new complexes. They were characterized by spectroscopic studies: IR, 1H and 13C NMR. The crystal structures of the compounds [MTSVT] ( L ), [ZnBr2(MTSVT)2] ( 2 ), [CdCl2(MTSVT)2] ( 3 ) and [CdBr2(MTSVT)2.H2O] ( 4 ) were determined by X-ray diffraction. For complexes 2 – 4 , the ion is coordinated through the sulfur atom. All compounds were tested for their antifungal activity against human pathogenic fungi Candida albicans and Aspergillus fumigatus, and for their antibacterial activity against Gram (+) Bacillus subtilis and Enterococcus faecalis as well as against Gram (−) bacteria such as Paracoccus yeei and Acinetobacter baumanii. The results indicated that the metal complexes exhibited a marked enhancement in antibacterial activity compared with the parent Schiff base.  相似文献   

设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号