[1]张银,周孟然.近红外光谱分析技术的数据处理方法[J].红外技术,2007,29(6):345-348.
 ZHANG Yin,ZHOU Meng-ran.Methods for Data Process of Near Infrared Spectroscopy Analysis[J].Infrared Technology,2007,29(6):345-348.
点击复制

近红外光谱分析技术的数据处理方法
分享到:

《红外技术》[ISSN:1001-8891/CN:CN 53-1053/TN]

卷:
29卷
期数:
2007年第6期
页码:
345-348
栏目:
出版日期:
2007-06-20

文章信息/Info

Title:
Methods for Data Process of Near Infrared Spectroscopy Analysis
文章编号:
1001-8891(2007)06-0345-04
作者:
张银周孟然
安徽理工大学 电气工程系,安徽 淮南232001
Author(s):
ZHANG YinZHOU Meng-ran
Department of Electric Engineering, Anhui University of Science and Technology, Huainan Anhui 232001, China
关键词:
近红外光谱光谱预处理数据处理
Keywords:
NIRSSpectra Data PretreatmentData Process
分类号:
0657.33
文献标志码:
A
摘要:
介绍了近红外光谱分析技术原理及数据处理的重要意义,分析了光谱预处理的常用方法,最后比较了几种不同的光谱数据处理方法优缺点,总结了各自的应用进展。
Abstract:
The principle of NIRS,important significant of data process were reviewed. The methods in common of spectra data pretreatment were analyzed, the advantages and disadvantages of different spectra data processes were compared and the developments for application were summed up at last.

参考文献/References:

[1] ?Fabien A, Petitoolas P, Anderson R J,et al. Information hiding a survey[J]. Proc.of IEEE. 1999, 87(7): 1062~1078.?
[2] ?张银, 周孟然. 人工神经网络BP算法在近红外光谱分析中的应用[J]. 红外. 2006, 27(11): 1~4.
[3] ?韩磊, 李兴兵, 谭跃进. 近红外光谱数据分析方法研究[J]. 计算机技术与发展. 2006, 16(5): 1~3.
[4] ?陆婉珍, 袁洪福, 徐广通, 等. 现代近红外光谱分析技术[M]. 北京: 中国石化出版社. 2000.
[5] ?许禄. 化学计量学方法[M]. 北京: 科学出版社. 1995.
[6] ?王惠文. 偏最小二乘回归方法及其应用[M]. 北京: 国防工业出版社, 1999.
[7] ?魏广芬. 基于主成分分析和BP神经网络的气体识别方法研究[J]. 传感技术学报. 2001, (4): 41~47.
[8] ?曾黄元, 杜官本, 王昌命. 近红外光谱分析技术及其在木材工业领域的应用[J]. 西南林学院学报. 2006 26(1): 90~94.

相似文献/References:

[1]杜阅光,崔登科,程小东,等. 声光可调近红外光谱技术用于打叶复烤片烟化学成分均质化生产控制[J].红外技术,2012,34(10):614.
 DU Yue-guang,CUI Deng-k,CHENG Xiao-dong,et al. Homogenization Self-Control System of Chemical Composition in Tobacco Threshing and Redrying Process with Acousto-optic Tunable Near-infrared Spectroscopy[J].Infrared Technology,2012,34(6):614.
[2]张 林,陆辉山,闫宏伟,等.煤质的近红外光谱定量分析研究[J].红外技术,2013,35(08):522.[doi:10.11846/j.issn.1001_8891.201308014]
 ZHANG Lin,LU Hui-shan,YAN Hong-wei,et al.Quantitative Analysis and Research on Coal Quality Based on Near Infrared Spectrum [J].Infrared Technology,2013,35(6):522.[doi:10.11846/j.issn.1001_8891.201308014]
[3]赵海东,申金媛,刘润杰,等.基于聚类的烟叶近红外光谱有效特征的筛选方法[J].红外技术,2013,35(10):659.[doi:10.11846/j.issn.1001_8891.201310013]
 ZHAO Hai-dong,SHEN Jin-yuan,LIU Run-jie,et al.Tobacco Leaf Selection Method of the Near-infrared Spectroscopy Effective Feature Based on the Cluster [J].Infrared Technology,2013,35(6):659.[doi:10.11846/j.issn.1001_8891.201310013]
[4]严文娟,李刚,林凌.基于近红外光谱的舌诊疾病识别的研究[J].红外技术,2010,32(8):487.
 YAN Wen-juan,LI Gang,LIN Ling.Research on Discrimination of Tongue Diseases with Near Infrared Spectroscopy[J].Infrared Technology,2010,32(6):487.
[5]王丽杰,蔡丽娟,周真,等.直接正交校正用于牛奶成分近红外光谱分析[J].红外技术,2008,30(九):546.
 WANG Li-jie,CAI Li-juan,ZHOU Zhen,et al.Direct Orthogonal Correction in Near-infrared Spectral Analysis of Milk[J].Infrared Technology,2008,30(6):546.
[6]覃鸿,马竞一,陈绍江,等.光照强度和光阑孔径对近红外漫透射光谱鉴别单倍体玉米影响研究[J].红外技术,2015,37(一):078.[doi:10.11846/j.issn.1001_8891.201501016]
 QIN Hong,MA Jing-yi,CHEN Shao-jiang,et al.Research on the Effect of the Intensity and Amount of Light Source?to Maize Haploid Identification Based on Near Infrared Diffuse Transmission[J].Infrared Technology,2015,37(6):078.[doi:10.11846/j.issn.1001_8891.201501016]
[7]刘辉军,吕进,张维刚,等.茶叶中茶多酚含量的近红外光谱检测模型研究[J].红外技术,2007,29(7):429.
 LIU Hui-jun,LU Jin,ZHANG Wei-Gang,et al.A Testing Model for Tea Polyphenol Content Based on NIR[J].Infrared Technology,2007,29(6):429.
[8]毕卫红,许峰,吕超.水果含糖量近红外检测系统及实验[J].红外技术,2007,29(11):674.
 BI Wei-hong,XU Feng,LV Chao.A Measuring System for Sugar Content of Fruits?and Related Experiment Based on NIRS Technology[J].Infrared Technology,2007,29(6):674.
[9]陈斌,王豪.专利算法在白酒酒精度近红外光谱分析模型转移中的应用[J].红外技术,2006,28(4):245.
 CHEN Bin,WANG Hao.Calibration Transfer Between Near-infrared Spectrometric Instrument for the Determination of Wine Alcoholicity Using Shenk’s Algorithm[J].Infrared Technology,2006,28(6):245.
[10]张严,赵忠盖,刘飞.黄酒总酚含量检测:一种基于GA-LSSVM的近红外光谱波段选择方法[J].红外技术,2015,37(七):613.[doi:10.11846/j.issn.1001_8891.201507014]
 ZHANG Yan,ZHAO Zhong-gai,LIU Fei.Detection of Total Phenol of Chinese Yellow Wine: A NIRS Band Selection Method Based on GA-LSSVM[J].Infrared Technology,2015,37(6):613.[doi:10.11846/j.issn.1001_8891.201507014]

备注/Memo

备注/Memo:
收稿日期:2007-01-09
作者简介:张银(1981-),男,硕士研究生,研究方向为激光光谱技术与自动控制。
基金项目:国家自然科学基金资助项目(50574005)、安徽省教育厅自然科学基金资助项目(2005KJ081)

更新日期/Last Update: 2015-01-27