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1.
采用近红外光谱(NIR)透射法对乙醇混合燃料各成分进行定量分析;其中乙醇体积分数为84.5%~98.2%,汽油体积分数0~15%;通过偏最小二乘法(PLS)建立模型,乙醇含量NIR模型校正集测定系数(R^2)为0.9969,模型校正集标准差(SEE)和预测集标准差(SEP)分别为0.23和0.38,汽油含量NIR模型校正集测定系数为0.9939,模型校正集标准差和预测集标准差分别为0.38和0.39,对含量较小的干扰物质丙酮预测结果也理想;近红外和多元校正技术可作为乙醇混合燃料中成分含量测定简单、快速方法之一。  相似文献   

2.
采用傅里叶变换近红外光谱法测定大麦中蛋白质、淀粉、赖氨酸的含量,并用光谱影响值法(leverage)对异常值进行判断和处理。蛋白质、淀粉和赖氨酸含量近红外光谱分析模型的测定系数R。分别为0.985、0.973和0.978;检验集的化学值与模型预测值的相关系数r分别为0.9853、0.9644和0.9172,分析模型的预测相对标准偏差RSD分别为4.0%、2.4%和5.4%,该结果可替代经典分析方法,满足农产品快速分析的需要。  相似文献   

3.
以普通玉米籽粒为试验材料,应用偏最小二乘回归法建立了基于近红外光谱数据的测定玉米籽粒中淀粉含量的校正模型。校正模型的校正误差(RMSEC)、交叉检验误差(RMSECV)和预测误差(RMSEP)分别#30.31%、0.42%和0.29%,校正数据集和独立的检验数据集的预测值与实际测定值之间的相关系数分别达到0.9255和0.9310,表明所建立的校正模型具有较高的预测精度和较好的推广性,为玉米籽粒中淀粉含量的快速、无损测定提供了新的途径:  相似文献   

4.
近红外光谱法同时测定银杏提取液中总黄酮和总内酯含量   总被引:12,自引:0,他引:12  
胡钢亮  吕秀阳  罗玲  徐铸德 《分析化学》2004,32(8):1061-1063
采用傅里叶变换近红外透射光谱和偏最小二乘法,对银杏提取液中总黄酮和总内酯的含量进行了定量测定。所建立的数学模型对校正集样本的银杏总黄酮和总内酯复相关系数(MR)分别为O.998和o.986;对预测集样本的银杏总黄酮和总内酯复相关系数分别为0.983和0.971,标准回收率分别为95.71%~103.3%和95.29%~104.6%,相对标准偏差(RSD)分别为2.44%和3.19%。结果表明,近红外光谱测定银杏提取液中总黄酮和总内酯含量具有快速、准确的优点,有望应用于银杏提取过程的中间控制和大批量产品的检测。  相似文献   

5.
应用近红外漫反射光谱技术和化学计量学,研究成熟期猕猴桃内部品质与其近红外漫反射光谱之间的关系。在室温(24±2)℃下,采集猕猴桃赤道区域不同测试部位在4 000~10 000 cm^(-1)范围内的光谱数据,用基于平滑处理、归一化及基线校正的组合式处理方法对原始光谱进行预处理;另应用偏最小二乘(PLS)法、主成分回归法和多元线性回归法等方法分别建立猕猴桃硬度、可溶性固形物含量(SSC)的校正模型。结果表明:采用组合预处理方法和PLS法建立的校正模型精度最高;硬度校正集相关系数R_c、均方根误差RMSEC和预测集相关系数R_p、均方根误差RMSEP达到了0.976 5,0.548 3,0.943 2,0.612 7;SSC校正集相关系数R_c、均方根误差RMSEC和预测集相关系数R_p、均方根误差RMSEP达到了0.916 6,0.539 6,0.901 2,0.619 0;试验结果验证了本法的可行性。  相似文献   

6.
应用近红外漫反射光谱技术和化学计量学,研究成熟期猕猴桃内部品质与其近红外漫反射光谱之间的关系。在室温(24±2)℃下,采集猕猴桃赤道区域不同测试部位在4 000~10 000 cm~(-1)范围内的光谱数据,用基于平滑处理、归一化及基线校正的组合式处理方法对原始光谱进行预处理;另应用偏最小二乘(PLS)法、主成分回归法和多元线性回归法等方法分别建立猕猴桃硬度、可溶性固形物含量(SSC)的校正模型。结果表明:采用组合预处理方法和PLS法建立的校正模型精度最高;硬度校正集相关系数R_c、均方根误差RMSEC和预测集相关系数R_p、均方根误差RMSEP达到了0.976 5,0.548 3,0.943 2,0.612 7;SSC校正集相关系数R_c、均方根误差RMSEC和预测集相关系数R_p、均方根误差RMSEP达到了0.916 6,0.539 6,0.901 2,0.619 0;试验结果验证了本法的可行性。  相似文献   

7.
应用近红外光谱技术对烟草常规化学成分中总氮和总糖进行了测定。无信息变量消除(UVE)剔除光谱矩阵中没有有效信息的数据点,并用偏最小二乘方法(PLS)建立总氮和总糖的定量分析模型,外部检验对模型效果进行了评价。总氮定量模型校正集的决定系数R2为93.35%,标准偏差SEC为0.10;外部检验集的决定系数R2为94.09%,标准偏差SEP为0.11,相对标准偏差RSD为6.12%;总糖的定量模型校正集的决定系数R2为98.20%,标准偏差SEC为0.95;外部检验集样品的决定系数R2为98.01%,标准偏差SEP为0.78,相对标准偏差RSD为2.93%。结果表明:采用UVE建立的总氮与总糖的模型优于用全谱建立的模型,UVE提高了PLS模型的预测能力。  相似文献   

8.
研究了火电厂电煤煤粉的近红外光谱特征,提取了前3个主成分和前6个离散傅立叶变换(DFT)系数,结合主成分得分、马氏距离和偏最小二乘(PLS)交互验证方法剔除异常样本,并建立偏最小二乘回归(PLSR)、栅格支持向量机回归(G-SVR)、遗传算法支持向量机回归(GA-SVR)和粒子群算法支持向量机回归(PSO-SVR)等定量分析模型。结果表明,利用DFT系数作为PSO-SVR模型的输入变量,当其进化代数为300,种群规模为20,模型参数c1、c2为1.5,1.7时,性能最优,其中校正集相关系数(RC)为0.990,测试集相关系数(RP)为0.954,定标标准差(SEC)为0.366,测试标准差(SEP)为0.128。该方法准确可靠,已成功应用于近红外在线电煤发热量监测系统,并可推广用于其它较为复杂的近红外在线分析系统。  相似文献   

9.
同时测定水溶液中葡萄糖、果糖和蔗糖的近红外光谱法   总被引:2,自引:1,他引:2  
通过对27个葡萄糖、果糖和蔗糖水溶液的混合体系进行近红外光谱分析,建立了葡萄糖、果糖和蔗糖含量测定的偏最小二乘法(PLS)模型;葡萄糖、果糖和蔗糖的线性范围分别为0—300g/L、0—200g/L、0—300g/L,模型校正集的标准误差(SEC)分别为1.4、1.8、1.4g/L;用该模型对6个样品进行分析,葡萄糖、果糖和蔗糖含量测定的相对标准偏差(RSD)分别为1.2%、2.6%和1.8%。  相似文献   

10.
以普通玉米籽粒为试验材料,在应用遗传算法结合偏最小二乘回归法对近红外光谱数据进行特征波长选择的基础上,应用偏最小二乘回归法建立了特征波长测定玉米籽粒中淀粉含量的校正模型.试验结果表明,基于11个特征波长所建立的校正模型,其校正误差(RMSEC)、交叉检验误差(RMSECV)和预测误差(RMSEP)分别为0.30%、0.35%和0.27%,校正数据集和独立的检验数据集的预测值与实际测定值之间的相关系数分别达到0.9279和0.9390,与全光谱数据所建立的预测模型相比,在预测精度上均有所改善,表明应用遗传算法和PLS进行光谱特征选择,能获得更简单和更好的模型,为玉米籽粒中淀粉含量的近红外测定和红外光谱数据的处理提供了新的方法与途径.  相似文献   

11.
用溶胶-凝胶法以磷钼酸(MPA)的镍盐溶液水解钛酸四丁酯制备了NiPMo/TiO2催化剂.使用ICP、 XRD、 TG-DTA、 IR、 TPD-MS和微反应技术研究了催化剂的化学组成、热稳定性、化学吸附性质和催化反应性能.杂多钼酸盐与TiO2通过O2-在TiO2表面发生了键合.在623 K下,杂多阴离子仍保持原有的Keggin结构.CO2在Lewis酸位Ni(Ⅱ)和Lewis碱位Ni-O-Mo的桥氧协同作用下生成CO2卧式吸附态Ni(Ⅱ)←O-(CO)←(O--Ni).丙烯有多种吸附态在催化剂上吸附.在563 K、 1 MPa和空速1500 h-1的反应条件下,丙烯的摩尔转化率为3.2%,产物MAA选择性为95%.  相似文献   

12.
Different approaches for the synthesis of 1-benzyloxypyrazin-2(1H)-one derivatives from simple amino acids have been investigated. A library of 33 precursors for the preparation of N-hydroxy pyrazinones was obtained in moderate to good yields.  相似文献   

13.
In the context of the preparation of camptothecin and luotonin A analogs, the synthesis of some key keto-precursors and their use in Friedländer condensation are described. This paper also focuses on the stability of these keto intermediates and emphasizes the major differences between indolizinones and pyrroloquinazolinones series. Noteworthy is also the report of some original structures isolated as by-products of some experiments.  相似文献   

14.
The Langevin paramagnetic theory can’t describe the relation between magnetization of ferrofluids and applied magnetic field. The structuralization of ferrofluids, which is considered the main influence factor of the magnetization, is regarded. The part of magnetization works is deposited when the structure is forming. This action influences the magnetization of ferrofluids directly or indirectly. On the base of the “compressing” model, the Langevin function that usually describes the magnetization of ferrofluid is modified, and a well-fitted curve is obtained. An equation of the relation between the equivalent volume fraction after being “compressed” and the intensity of magnetic field is discovered, which approximately describes the process of magnetization. The relation between the approximate initial susceptibility and the volume fraction can be obtained from modified formula.  相似文献   

15.
The highly regioselective Buchwald–Hartwig amination at C-2 of the cheap and readily accessible reagent, 2,4-dichloropyridine with a range of anilines and heterocyclic amines is described. This new methodology is robust and provides a facile access to 4-chloro-N-phenylpyridin-2-amines on 0.25 mol scale. These intermediates undergo a further Buchwald–Hartwig amination at higher temperature to enable rapid exploration of the chemical space at C-4 and to provide a library of 2,4-bisaminopyridines.  相似文献   

16.
KMnO4-mediated oxidative CN bond cleavage of tertiary amines producing secondary amine was introduced, which was trapped by electrophiles (acyl chloride and sulfonyl chloride) to form amides and sulfonamides. The reaction could take place at mild condition, tolerating a wide range of function groups and affording products in moderate to excellent yields.  相似文献   

17.
The review contains a concise historical account and information on the most significant researches undertaken by the staff at the A. E. Favorsky Irkutsk Institute of Chemistry, Siberian Branch of the Russian Academy of Sciences on the Chemistry of Heterocyclic Compounds. Dedicated to Academician of the Russian Academy of Sciences B. A. Trofimov on his 70th jubilee. Translated from Khimiya Geterotsiklicheskikh Soedinenii, No. 10, pp. 1443–1502, October, 2008.  相似文献   

18.
A general synthesis of previously unknown semicarbazone-based α-amidoalkylating reagents, 4-(tosylmethyl)semicarbazones, has been developed. The synthesis involved three-component condensation of semicarbazones of aliphatic or aromatic aldehydes with the same or other aldehydes and p-toluenesulfinic acid. The scope and limitations of this reaction were investigated. The compounds obtained were demonstrated to be an efficient α-(4-semicarbazono)alkylating agents. They were reacted with H- (sodium borohydride), O- (sodium methylate), S- (sodium phenylthiolate), N- (pyrrolidine, sodium succinimide), P- (trialkyl phosphites), and C-nucleophiles (sodium diethyl malonate) to give the corresponding products of the tosyl group substitution, 4-substituted semicarbazones, including analogues of nitrofurazone. Among the prepared compounds tested in vitro for antibacterial and antifungal activity, three nitrofuryl-containing semicarbazones exhibited high biological activities with minimum inhibitory concentration (MIC) values of 8–32 μg/mL.  相似文献   

19.
Zhanhui Yang  Shiyi Yang  Jiaxi Xu 《Tetrahedron》2017,73(23):3240-3248
Regiospecific and direct imidation of the methyl C(sp3)–H bond of thioanisoles is realized under mild and metal-free conditions with N-fluorobis(benzenesulfonyl)imide as an oxidant and nitrogen source. Proposed mechanism suggests that thionium ion intermediates and a Pummerer-type reaction are involved. The imidation has advantages such as high step-economy, excellent functionality tolerance, and regiospecificity, giving structurally diverse imidation products.  相似文献   

20.
A small library of new chiral bidentate hydroxyalkyl-imidazolium salts 1 is conveniently synthesized on multi-gram scale from inexpensive and commercially available chiral pool amino acids. The corresponding carbenes, generated by deprotonation of imidazolium salts 1, in combination with palladium(II) chloride were tested in the Mizoroki–Heck coupling reaction. The most significant results in terms of yields and reactivities were achieved with low catalyst loading. The catalytic activities of these imidazolium salts were also investigated in the asymmetric addition of diethylzinc to benzaldehyde. The use of MgO nanoparticles as an additive in conjunction with these ligands played a crucial role in increasing the efficiency of these reactions.  相似文献   

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