化学模式识别——岭回归分光光度测定混合酚

基金项目:

北京市自然科学基金资助项目

详细信息

Ridge Regression Spectrophotometry to the Determination of Multicomponent Phenols in Waste Water

1. Department of Chemistry and Environmental Engineering,Beijing Polytechnic University, 100022;
2. Department of Applied Mathematics, Beijing Polytechnic University, 100022

摘要: 将苯酚、间甲酚、对氯酚、邻氯酚和间氯酚等5种挥发酚与MBTH反应显色后,用分光光度法测定,能获极难分辨的混合物的吸收光谱.本文采用聚类分析对波长-吸光度数据进行特征删选后,再以因子分析-岭回归法解析光谱,成功的确定了混合体系中的物种数、种类和含量.将该法用于印染废水中5种酚的同时定性与定量测定,结果令人满意.
- 聚类分析 /
- 岭回归 /
- 分光光度法 /
- 工业废水 /
- 酚
Abstract: A method of spectrophotometry of combining ridge regression with cluste-factor analysis in simultaneous determination of multicomponents was proposed. The basic principle and computing of this method were discussed. This method was applied to simultaneous qualitative and quantitative of five volatile phenols in waste water. Satisfactory results were obtained.
- cluster analysis /
- ridge regression /
- spectrophotometry /
- waste water /
- phenols