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气体光谱分析应用中傅里叶变换红外光谱基线漂移分段比校正方法
引用本文:汤晓君,王进,张蕾,关金锋,张勇,刘君华.气体光谱分析应用中傅里叶变换红外光谱基线漂移分段比校正方法[J].光谱学与光谱分析,2013,33(2):334-339.
作者姓名:汤晓君  王进  张蕾  关金锋  张勇  刘君华
作者单位:西安交通大学电力设备电气绝缘国家重点实验室,陕西 西安 710049
基金项目:国家自然科学基金项目(51277144,50907049);电力设备电气绝缘国家重点实验室基金项目(EIPE11307)资助
摘    要:针对气体光谱分析应用中傅里叶变换红外光谱仪长时间连续工作时易出现光谱基线漂移、畸变问题,对红外光源温度波动及漂移、动镜倾斜、分束器性能变化以及检测器横向偏移对光谱基线的影响进行了仿真研究,结果表明光谱基线的漂移近似线性。基于此,本文提出分段比光谱基线漂移修正法SBCPD校正光谱基线。通过比较基线校正前后仿真光谱峰高变化、偏最小二乘(PLS)定量分析模型预测不确定度、油气探井气测录井在线基线校正性能,发现SBCPD性能优越,要优于传统的多项式拟合法及airPLS法。经检验,该方法性能稳定,计算量小,便于工程应用。

关 键 词:傅里叶变换红外光谱  基线漂移  基线校正  分段比    
收稿时间:2012-07-06

Spectral Baseline Correction by Piecewise Dividing in Fourier Transform Infrared Gas Analysis
TANG Xiao-jun,WANG Jin,ZHANG Lei,GUAN Jin-feng,ZHANG Yong,LIU Jun-hua.Spectral Baseline Correction by Piecewise Dividing in Fourier Transform Infrared Gas Analysis[J].Spectroscopy and Spectral Analysis,2013,33(2):334-339.
Authors:TANG Xiao-jun  WANG Jin  ZHANG Lei  GUAN Jin-feng  ZHANG Yong  LIU Jun-hua
Institution:State Key Laboratory of Electrical Insulation & Power Equipment, Xi’an Jiaotong University, Xi’an 710049, China
Abstract:Aimed at the problem that baseline drift or distortion often appears in Fourier transform spectra after spectrometer has continuously worked for a long time, baseline variation caused by IR source temperature drift and fluctuation, tilt of moving mirror, performance parameter change of beam splitter and lateral shift of detector were studied by simulating using MATLAB. Simulation results show that spectral baseline drift is approximately linear. On this basis, a novel method named spectral baseline correction by piecewise dividing (SBCPD) is proposed to correct spectral baseline in the present work. By comparing peak height of simulated spectra, it was found that performance of SBCPD is better than that of common methods of polynomial fitting, airPLS (adaptive iteratively reweighted Penalized Least Squares). And the application in gas well-logging showed that prediction accuracy of SBCPD is also higher. Additionally, this method is reliable and of less calculation, and is suitable for engineering application.
Keywords:Fourier transform infrared spectra  Baseline drift  Baseline correction  Piecewise dividing  
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