DOE-based experiment optimization methodology of electronic nose

XU Xun-tao1; TIAN Feng-chun1; YAN Jia1; MA Jian-wei1

doi:10.13873/j.1000-97872009.03.016

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DOE-based experiment optimization methodology of electronic nose

更新时间：2025-09-11

- DOE-based experiment optimization methodology of electronic nose
- Vol. 28, Issue 3, Pages: 15-17(2009)
- 作者机构：
  
  1. 重庆大学通信工程学院
  2. 绵阳职业技术学院
- 作者简介：
- 基金信息：
- DOI：10.13873/j.1000-97872009.03.016
  CLC： TP212
- Published：2009
- 稿件说明：
移动端阅览
[1]胥勋涛,田逢春,闫嘉,马剑伟.基于DOE的电子鼻实验优化方法[J].传感器与微系统,2009,28(03):15-17.

XU Xun-tao1, TIAN Feng-chun1, YAN Jia1, et al. DOE-based experiment optimization methodology of electronic nose[J]. 2009, 28(3): 15-17.
[1]胥勋涛,田逢春,闫嘉,马剑伟.基于DOE的电子鼻实验优化方法[J].传感器与微系统,2009,28(03):15-17. DOI： 10.13873/j.1000-97872009.03.016.

XU Xun-tao1, TIAN Feng-chun1, YAN Jia1, et al. DOE-based experiment optimization methodology of electronic nose[J]. 2009, 28(3): 15-17. DOI： 10.13873/j.1000-97872009.03.016.

摘要

传统的电子鼻实验方法仅凭经验设定操作参数

难以保证实验的可重复性和最大有效性。将实验设计（DOE）方法引入电子鼻的实验研究中

利用中心复合设计快速确定实验点

以模糊修正综合响应最大为目标

对预富集—电子鼻系统的关键参数进行优化。理论分析与实验结果表明:该优化方法有利于电子鼻实验的可重复性开展

并能以最小的实验代价获取最大的实验信息。

Abstract

Operational parameters are decided only by experience in traditional electronic nose experiment methods

which can’t make sure the experiments’ repetition and the maximum efficiency.So the design of experiment is introduced to experiment of electronic nose.Central composite design is used to ascertain the experimental point quickly

and for the target of the biggest fuzzy corrected synthetic response

key parameters of preconcentration-electronic nose system is optimized.Theory analysis and experimental result show that the optimization method conductes to repetitious experiment of electronic nose

and which can obtain the maximum experimental information for the minimal experimental cost.

关键词

Keywords

references

Diagnostic potential of breath analysis—focus on volatile organic compounds [J] . Wolfram Miekisch,Jochen K Schubert,Gabriele F.E Noeldge-Schomburg. Clinica Chimica Acta . 2004 (1)

Optimisation of electronic nose measurements. Part II: Influence of experimental parameters [J] . Sylvie Roussel,Gustaf Forsberg,Pierre Grenier,Véronique Bellon-Maurel. Journal of Food Engineering . 1999 (1)

Analyzing organic vapors in exhaled breath using a surface acoustic wave sensor array with preconcentration: Selection and characterization of the preconcentrator adsorbent [J] . William A Groves,Edward T Zellers,Gregory C Frye. Analytica Chimica Acta . 1998 (2)

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