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| 基于主成分分析的烟叶质量评价模型 | |
| 引用本文： | 鲁绍坤,王毅,李正风,张家伟,贺冬仙.基于主成分分析的烟叶质量评价模型[J].贵州农业科学,2010,38(2). |
| 作者姓名： | 鲁绍坤 王毅 李正风 张家伟 贺冬仙 |
| 作者单位： | 1. 中国农业大学水利与土木工程学院,北京,100083;云南农业大学基础与信息工程学院,云南,650201 2. 红塔集团技术中心,云南,玉溪,653100 3. 中国农业大学水利与土木工程学院,北京,100083 |
| 基金项目： | 国家烟草专卖局资助项目(110200801034);;云南省自然科学基金资助项目(2007E062M) |
| 摘 要： | 为了建立一个满足卷烟工业配方需求的烟叶质量评价模型。选取来自中国、美国、巴西、津巴布韦的37个烟叶样进行化学成分分析和评吸鉴定,同时由卷烟配方专家对样本数据进行工业评分;使用前3个主成分与工业评分的结果进行多元回归分析,由此生成回归方程为烟叶质量评价模型Total=1.045 PC1+6.357 PC2-5.461 PC3-159.185,使用红塔烟叶质量数据库中的数据对此模型进行验证,结果表明,该模型有效率达到81.18%,可以作为卷烟配方的辅助工具使用。 |
| 关 键 词： | 主成分分析 烟叶质量 评价模型 回归分析 |
The Evaluation Model of Tobacco Quality Based on Principal Component Analysis |
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| LU Shao-kun,WANG Yi,LI Zhang-feng,ZHANG Jia-wei,HE Dong-xian.The Evaluation Model of Tobacco Quality Based on Principal Component Analysis[J].Guizhou Agricultural Sciences,2010,38(2). | |
| Authors: | LU Shao-kun WANG Yi LI Zhang-feng ZHANG Jia-wei HE Dong-xian |
| Institution: | 1.College of Water Conservancy and Civil Engineering;China Agricultural University;Beijing 100083;2.Technical Center of Hongta Tobacco Group;Yuxi;Yunnan 653100;3.College of Science and Information Engineering;Yunnan Agricultural University;Kunming;Yunnan 650201;China |
| Abstract: | The chemical components and smoking quality of 37 tobacco samples from China,the United States,Brazil,and Zimbabwe were analyzed and identified,then the industrial score of 37 tobacco samples was marked by experts and finally the regression equation of tobacco quality evaluation(Total = 1.045 PC1+ 6.357 PC2-5.461 PC3-159.185) was established by analyzing three principal components and industrial scores.The effective percentage of the evaluation model is up to 81.18% by verifying the data in Hongta tobacco q... |
| Keywords: | principal component analysis tobacco quality evaluation model regression analysis |
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