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Retention modeling and optimization of pH value and solvent composition in HPLC using back-propagation neural networks and uniform design
Shan, Y; Zhao, RH; Tian, Y; Liang, Z; Zhang, YK
刊名JOURNAL OF LIQUID CHROMATOGRAPHY & RELATED TECHNOLOGIES
2002
25期:7页:1033-1047
收录类别SCI
文章类型Article
WOS标题词Science & Technology ; Life Sciences & Biomedicine ; Physical Sciences
类目[WOS]Biochemical Research Methods ; Chemistry, Analytical
研究领域[WOS]Biochemistry & Molecular Biology ; Chemistry
关键词[WOS]PERFORMANCE LIQUID-CHROMATOGRAPHY ; MOBILE-PHASE PH ; COLUMN EFFICIENCY ; SEPARATION ; PREDICTION ; PURPOSES ; BEHAVIOR ; ACIDS
英文摘要A novel method for the optimization of pH value and composition of mobile phase in HPLC using artificial neural networks and uniform design is proposed. As the first step. seven initial experiments were arranged and run according to uniform design. Then the retention behavior of the solutes is modeled using back-propagation neural networks. A trial method is used to ensure the predicting capability of neural networks. Finally, the optimal separation conditions can be found according to a global resolution function. The effectiveness of this method is validated by optimization of separation conditions for both basic and acidic samples.
语种英语
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WOS记录号WOS:000175958400003
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://cas-ir.dicp.ac.cn/handle/321008/83267
专题中国科学院大连化学物理研究所
作者单位Chinese Acad Sci, Dalian Inst Chem Phys, Natl Chromotog R&A Ctr, Dalian 116011, Peoples R China
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GB/T 7714
Shan, Y,Zhao, RH,Tian, Y,et al. Retention modeling and optimization of pH value and solvent composition in HPLC using back-propagation neural networks and uniform design[J]. JOURNAL OF LIQUID CHROMATOGRAPHY & RELATED TECHNOLOGIES,2002,25(7):1033-1047.
APA Shan, Y,Zhao, RH,Tian, Y,Liang, Z,&Zhang, YK.(2002).Retention modeling and optimization of pH value and solvent composition in HPLC using back-propagation neural networks and uniform design.JOURNAL OF LIQUID CHROMATOGRAPHY & RELATED TECHNOLOGIES,25(7),1033-1047.
MLA Shan, Y,et al."Retention modeling and optimization of pH value and solvent composition in HPLC using back-propagation neural networks and uniform design".JOURNAL OF LIQUID CHROMATOGRAPHY & RELATED TECHNOLOGIES 25.7(2002):1033-1047.
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