| 光谱学与光谱分析 |
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| Simultaneous Determination of Multi-Components in Chinese Herbal Medicine with UV Spectrometry by Virtual Components-Artificial Neural Network |
| BAI Li-fei, ZHANG Hai-tao, ZHANG Han-qi, WANG Hong-xia, WANG Hong-yan* |
| College of Chemistry, Jilin University, Changchun 130012，China |
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Abstract In the present paper, the simultaneous determination of multi-components in Chinese herbal medicine was performed by artificial neural network-UV spectrometry. The interference of other components was eliminated by self-revising and self-simulation of the virtual component. The double ANN including training and simulation network was established, and the capabilities of self-recognition and self-studying were improved. Therefore, the prediction accuracy of multicomponent content was improved greatly in the complicated Chinese herbal medicine system. The contents of aesculin and aesculetin, which were extracted from 21 Cortex Fraxinis, were predicted. Comparing the results with those of HPLC, the prediction accuracy was more than 90% within the relative errors less than 10%. The measurement precisions of aesculin and aesculetin were 0.37% and 1.5% respectively.
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Received: 2005-11-22
Accepted: 2006-02-22
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Corresponding Authors:
WANG Hong-yan
E-mail: wang_hy@jlu.edu.cn
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| Cite this article: |
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BAI Li-fei,ZHANG Hai-tao,ZHANG Han-qi, et al. Simultaneous Determination of Multi-Components in Chinese Herbal Medicine with UV Spectrometry by Virtual Components-Artificial Neural Network [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2007, 27(01): 126-130.
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| URL: |
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https://www.gpxygpfx.com/EN/Y2007/V27/I01/126 |
[1] Li K, Wang H J. Biomed. Chromatogr., 2004, 18: 178.
[2] Wang X, Li F W, Sun Q L, et al. J. Chromatogr. A, 2005, 1063: 247.
[3] PU Xu-feng(蒲旭峰). West China Journal of Pharmaceutical Sciences(华西药学杂志), 2001, 17(2): 4.
[4] HUANG Qi-hua(黄启华). Chinese Traditional Patent Medine(中成药), 2000, 22(12): 836.
[5] LI Min-jing, YOU Jing-yan, LIU Zhong-ying, et al(李敏晶, 游景艳, 刘中英, 等). Chemical Journal of Chinese Universities(高等学校化学学报), 2004, 25(5): 850.
[6] LIN Sheng-ling, XIE Chun-sheng, WANG Jun-de, et al(林生岭, 谢春生, 王俊德, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2003, 23(6): 1135.
[7] HE Chi-yang, SUN Yi-min, WU Gen-hua, et al(何池洋, 孙益民, 吴根华, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2001, 21(5): 719.
[8] CAO Yong-sheng, CHEN Yi-wei, ZU Jin-feng, et al(曹永生, 陈奕卫, 祖金凤, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2003, 23(4): 751.
[9] CHEN Zhen-ning(陈振宁). Chinese Journal of Analytical Chemistry(分析化学), 2001, 29(11): 1322.
[10] YU Yu-mian, LI Zhi, LI Rong(余煜棉, 李 智, 李 荣). Journal of Instrumental Analysis(分析测试学报), 1996, 15(3): 7.
[11] YAN Zheng-yu, JIANG Xin-min, KANG Ji-hong(严拯宇, 姜新民, 康继红). Journal of Science Analysis(分析科学学报), 1998, 14(1): 27.
[12] WANG Xu, ZHANG Xian, et al(王 旭, 张 宪, 等). Chinese Journal of Experimental Traditional Medical Formulae(中国实验方剂学杂志), 2004, 10(2): 6.
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