光散射学报, 2013, 25 (2): 187, 网络出版: 2014-03-11   

多元散射校正在荧光谱分析中的应用研究

Multiplicative Scatter Correction in the Application of Fluorescence Analysis
作者单位
1 西南科技大学信息工程学院, 绵阳 621010
2 西南科技大学制造科学与工程学院, 绵阳 621010
摘要
针对废水中氨基酸荧光分析过程中光谱数据去噪声处理过程, 提出了基于多元散射校正思想建立相对荧光强度与浓度关系模型的方法, 建立了荧光测量中多波段波谱系列线性模型。研究结果表明, 实验数据进行线性拟合, 色氨酸呈现出良好线性关系, 通过多元散射校正方法进行光谱数据处理, 有效降低了散射及测量环境噪声的影响, 提高了光谱数据的信噪比, 校正后数据更加准确的表征了色氨酸相对荧光强度与浓度数据之间的线性相关性。建立的多波段波谱系列线性模型为现场检测仪器研制过程中滤波片的选择及混合溶液的在线解析提供了理论依据。
Abstract
For the process of waste water treatment process amino acid fluorescence analysis, the fluorescence spectrum measurement of multi-channel series linear model was put forward based on the scattering correction constructed between the relative fluorescence intensity and concentration. The results of the study show that, the tryptophan present a good linear relationship in the linear fitting, through the scattering calibrating method spectrum data processing, it effectively reduced the scattering and measuring the effect of environmental noise and improve the signal-to-noise ratio of the spectral data, the more accurate data after adjusting the structure of tryptophan relative fluorescence intensity and concentration of the linear correlation. The spectrum series linear model provided the selection and mixed solution online analytical theory basis for the spot inspection instrument in the developing process of filtering.
参考文献

[1] 车自有, 丁亚平, 吴庆生. PCR法对杯芳烃分析体系中同系物的同时测定研究[J]. 计算机与应用化学, 2007, 24(8): 1070-1072(Che Ziyou, Ding Yaping, Wu Qingsheng. Simultaneous determination of multicomponent calixarenes by principal component regression method[J]. Computers and Applied Chemistry,2007, 24(8): 1070-1072)

[2] 谷筱玉, 徐可欣, 汪嚥. 波长选择算法在近红外光谱法中药有效成分测量中的应用[J]. 光谱学与光谱分析, 2006, 26 (9): 1618-1620(Gu Xiaoyu, Xu Kexin, Wang Yan. Application of wavelength selection algorithm to measure the effective component of chinese medicine based on near-infrared spectroscopy[J]. Spectroscopy and Spectral Analysis, 2006, 26 (9): 1618-1620)

[3] 黄燕, 吴平. SAS 统计分析及应用[M]. 北京: 机械工业出版社, 2005: 293-304(Huang Yan, Wu Ping. SAS statistical analysis and application [M]. Beijing: China Machine Press, 2005: 293-304)

[4] LI B B, MORRIS J, MARTIN E B. Model selection for partial least squares regression[J].Chemom Intell Lab Syst, 2002, 64: 79-89.

[5] MalekiM R, AM Mouazen, H Ramon, etal. Multiplicative scatter correction during on-line measurementwith near infrared spectroscopy [J]. Biosystems Engineering, 2007, 96 (3): 427-433.

[6] WILLIAMS P, NORRIS K. Near-infrared technology in the gricultural and food industries[M]. Published by the American Association of Cereal Chemists, Inc. St. Paul, Minnesota, USA, Second Edition, 2001.

[7] Shen P C, Upadhya P, L infield E H, et al. Design and performance of a novel vacuum-capable terahertz time-do-mainspectrum-eter[C]. IEEE Tenth International Conference on Publication Date Terahertz Electronics Proceedings, 2002: 1652-1681.

[8] 许禄. 化学计量学方法[M]. 北京: 科学出版社, 1995(Xu Lu. Methods of chemometrics[M]. Beijing: Science Press, 1995)

[9] 赵强, 张工力, 陈星旦. 多元散射校正对近红外光谱分析定标模型的影响[J]. 光学精密工程, 2005, 13(1): 53—57(Zhao Qiang, Zhang Gongli, Chen Xingdan. Effects of multiplicative scatter correction on a calibration model of near infrared spectral analysis[J]. Optics and Precision Engineering, 2005, 13(1):53-57)

王顺利, 尚丽平, 李占锋, 邓琥, 封居强. 多元散射校正在荧光谱分析中的应用研究[J]. 光散射学报, 2013, 25(2): 187. WANG Shun-li, SHANG Li-ping, Li Zhan-feng, DENG Hu, Feng Ju-qiang. Multiplicative Scatter Correction in the Application of Fluorescence Analysis[J]. The Journal of Light Scattering, 2013, 25(2): 187.

本文已被 2 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!