A Model-Based Temperature-Prediction Method by Temperature-Induced Spectral Variation and Correction of the Temperature Effect
Yang Chi-xiao; Peng Si-long; Shan Peng; Bi Yi-ming; Tang Liang; Xie Qiong
2015-05-01
发表期刊SPECTROSCOPY AND SPECTRAL ANALYSIS
卷号35期号:5页码:1450-1456
文章类型Article
摘要In the present paper, a new model-based method was proposed for temperature prediction and correction. First, a temperature prediction model was obtained from training samples; then, the temperature of test samples were predicted; and finally, the correction model was used to reduce the nonlinear effects of spectra from temperature variations. Two experiments were used to verify the proposed method, including a water-ethanol mixture experiment and a ternary mixture experiment. The results show that, compared with classic method such as continuous piecewise direct standardization (CPDS), our method is efficient for temperature correction. Furthermore, the temperatures of test samples are not necessary in the proposed method, making it easier to use in real applications.
关键词Infrared Spectroscopy Temperature Prediction Temperature Correction Multivariate Calibration
WOS标题词Science & Technology ; Technology
关键词[WOS]PIECEWISE DIRECT STANDARDIZATION ; LOADING SPACE STANDARDIZATION ; MULTIVARIATE CALIBRATION
收录类别SCI
语种英语
WOS研究方向Spectroscopy
WOS类目Spectroscopy
WOS记录号WOS:000354142900061
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8077
专题智能制造技术与系统研究中心_多维数据分析
作者单位Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Yang Chi-xiao,Peng Si-long,Shan Peng,et al. A Model-Based Temperature-Prediction Method by Temperature-Induced Spectral Variation and Correction of the Temperature Effect[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2015,35(5):1450-1456.
APA Yang Chi-xiao,Peng Si-long,Shan Peng,Bi Yi-ming,Tang Liang,&Xie Qiong.(2015).A Model-Based Temperature-Prediction Method by Temperature-Induced Spectral Variation and Correction of the Temperature Effect.SPECTROSCOPY AND SPECTRAL ANALYSIS,35(5),1450-1456.
MLA Yang Chi-xiao,et al."A Model-Based Temperature-Prediction Method by Temperature-Induced Spectral Variation and Correction of the Temperature Effect".SPECTROSCOPY AND SPECTRAL ANALYSIS 35.5(2015):1450-1456.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Yang Chi-xiao]的文章
[Peng Si-long]的文章
[Shan Peng]的文章
百度学术
百度学术中相似的文章
[Yang Chi-xiao]的文章
[Peng Si-long]的文章
[Shan Peng]的文章
必应学术
必应学术中相似的文章
[Yang Chi-xiao]的文章
[Peng Si-long]的文章
[Shan Peng]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。