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基于交替三线性分解的芳烃类化合物荧光光谱

Fluorescence Spectra of Aromatic Hydrocarbons Based on Alternating Trilinear Decomposition

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摘要

基于交替三线性分解(ATLD)研究了芳烃类化合物的荧光光谱。通过完整集成经验模态分解(CEEMDAN)及小波软阈值算法对荧光光谱进行了去噪处理, 处理后信噪比为28.51, 均方根误差为3.52×103。ATLD算法能成功分辨出1-萘酚、2-萘酚和萘, 三种物质的回收率分别为96%~103.3%, 97.24%~103.9%和97.2%~103.6%。结果表明, ATLD算法对芳烃类化合物具有良好的预测性能。

Abstract

The fluorescence spectra of the aromatic hydrocarbons are investigated by the alternating trilinear decomposition (ATLD) method. The complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) decomposition and the wavelet soft threshold algorithm are used for spectral denoising, and the signal-to-noise ratio of 28.51 and the root-mean-square error of 3.52×103 are obtained after the treatment. With the ATLD algorithm, the 1-naphthol, 2-naphthol and naphthalene are successfully recognized with a recovery rate of 96%-103.3%, 97.24%-103.9%, and 97.2%-103.6%, respectively. The results show that the ATLD algorithm possesses a good predictability for the aromatic hydrocarbons.

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中图分类号:O433.4

DOI:10.3788/lop55.093001

所属栏目:光谱学

基金项目:国家自然科学基金(61471312, 61771419)、河北省自然科学基金(F2015203240, F2015203072)

收稿日期:2018-03-05

修改稿日期:2018-03-09

网络出版日期:2018-04-02

作者单位    点击查看

王玉田:燕山大学河北省测试计量技术及仪器重点实验室, 河北 秦皇岛 066004
刘凌妃:燕山大学河北省测试计量技术及仪器重点实验室, 河北 秦皇岛 066004
王书涛:燕山大学河北省测试计量技术及仪器重点实验室, 河北 秦皇岛 066004
张正帅:燕山大学河北省测试计量技术及仪器重点实验室, 河北 秦皇岛 066004

联系人作者:刘凌妃(ysuliulingfei@163.com); 王玉田(y.t.wang@163.com);

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引用该论文

Wang Yutian,Liu Lingfei,Wang Shutao,Zhang Zhengshuai. Fluorescence Spectra of Aromatic Hydrocarbons Based on Alternating Trilinear Decomposition[J]. Laser & Optoelectronics Progress, 2018, 55(9): 093001

王玉田,刘凌妃,王书涛,张正帅. 基于交替三线性分解的芳烃类化合物荧光光谱[J]. 激光与光电子学进展, 2018, 55(9): 093001

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