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1、Cai Jianhua . Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering
Method，Journal of AOAC INTERNATIONAL,2017,10(5):1565-1568.
2. Time-frequency analysis method of bearing fault diagnosis based on the generalized S transformation，
Journal of Vibroengineering,2017,19(6):4221-4230.
3. Impulse interference processing for MT data based on a new adaptive Wavelet threshold de-noising method , Arabian Journal of Geosciences,2017,9
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1.
Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method
作者:Cai, JH (Cai, Jian-Hua)[ 1 ]
JOURNAL OF AOAC INTERNATIONAL
卷: 100
期: 5
页: 1565-1568
DOI: 10.5740/jaoacint.17-0008
出版年: SEP-OCT 2017
查看期刊影响力
摘要
To eliminate the random error of the derivative near-IR (NIR) spectrum and to improve model stability and the prediction accuracy of the gluten protein content, a combined method is proposed for pretreatment of the NIR spectrum based on both empirical mode decomposition and the wavelet soft-threshold method. The principle and the steps of the method are introduced and the denoising effect is evaluated. The wheat gluten protein content is calculated based on the denoised spectrum, and the results are compared with those of the nine-point smoothing method and the wavelet soft-threshold method. Experimental results show that the proposed combined method is effective in completing pretreatment of the NIR spectrum, and the proposed method improves the accuracy of detection of wheat gluten protein content from the NIR spectrum.
关键词
KeyWords Plus:EMPIRICAL MODE DECOMPOSITION; SPECTROSCOPY
作者信息
通讯作者地址: Cai, JH (通讯作者)
Hunan Univ Arts & Sci, Hunan Prov Cooperat Innovat Ctr Construct & Dev, Changde 415000, Peoples R China.
地址:
[ 1 ] Hunan Univ Arts & Sci, Hunan Prov Cooperat Innovat Ctr Construct & Dev, Changde 415000, Peoples R China
电子邮件地址:cjh1021cjh@163.com
基金资助致谢
基金资助机构
授权号
Hunan Provincial Education Department, People's Republic of China
16A146
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出版商
AOAC INT, 481 N FREDRICK AVE, STE 500, GAITHERSBURG, MD 20877-2504 USA
类别 / 分类
研究方向:Chemistry; Food Science & Technology
Web of Science 类别:Chemistry, Analytical; Food Science & Technology
文献信息
文献类型:Article
语种:English
入藏号: WOS:000411552000044
PubMed ID: 28425394
ISSN: 1060-3271
eISSN: 1944-7922
期刊信息
Impact Factor (影响因子): Journal Citation Reports
其他信息
IDS 号: FH9SM
Web of Science 核心合集中的 "引用的参考文献": 11
Web of Science 核心合集中的 "被引频次": 0，
2
Time-frequency analysis method of bearing fault diagnosis based on the generalized S transformation
作者:Cai, JH (Cai, Jianhua)[ 1 ] ; Xiao, YL (Xiao, Yongliang)[ 2 ]
JOURNAL OF VIBROENGINEERING
卷: 19
期: 6
页: 4221-4230
DOI: 10.21595/jve.2017.18244
出版年: SEP 2017
出版商
JVE INT LTD, GELIU RATAS 15 A, KAUNAS, LT-50282, LITHUANIA
类别 / 分类
研究方向:Engineering
Web of Science 类别:Engineering, Biomedical; Engineering, Mechanical
文献信息
文献类型:Article
语种:English
入藏号: WOS:000412241200019
ISSN: 1392-8716
期刊信息
Impact Factor (影响因子): Journal Citation Reports
其他信息
IDS 号: FI8GR
Web of Science 核心合集中的 "引用的参考文献": 21
Web of Science 核心合集中的 "被引频次": 0
3.
Impulse interference processing for MT data based on a new adaptive wavelet threshold de-noising method
作者:Cai, JH (Cai Jianhua)[ 1 ] ; Xiao, YL (Xiao Yongliang)[ 2 ]
ARABIAN JOURNAL OF GEOSCIENCES
卷: 10
期: 18
文献号: 407
DOI: 10.1007/s12517-017-3194-7
出版年: SEP 2017
出版商
SPRINGER HEIDELBERG, TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY
类别 / 分类
研究方向:Geology
Web of Science 类别:Geosciences, Multidisciplinary
文献信息
文献类型:Article
语种:English
入藏号: WOS:000411104300015
ISSN: 1866-7511
eISSN: 1866-7538
期刊信息
Impact Factor (影响因子): Journal Citation Reports
其他信息
IDS 号: FH4EO
Web of Science 核心合集中的 "引用的参考文献": 18
Web of Science 核心合集中的 "被引频次": 0
三篇文章均被SCI检索。