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分组主成分在杨木制浆综合评价中的应用

The Application of Grouped Principal Component Analysis in Poplar Pulp Wood Comprehensive Evaluation

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【作者】 任辉熊智新胡慕伊胡明

【Author】 REN Hui XIONG Zhi-xin HU Mu-yi HU Ming (Nanjing Forestry University,Key Lab of Pulp and Paper Science and Technology,Nanjing,Jiangsu Province,210037)

【机构】 南京林业大学江苏省制浆造纸科学与技术重点实验室

【摘要】 以14种杨木的16个指标为例,采用基于因子分析的分组主成分法对杨木制浆适应性进行综合评价。结果表明,分组主成分法得到的各分组指标含义明确,对应的权重因子分配合理,较好地消除了原始指标间相关性的影响,为充分利用材性信息对纸浆材制浆适应性进行客观、合理的评价提供可能。

【Abstract】 The evaluation indexes of paper-making adaptability of pulp wood usually include the biological,growth rate,chemical composition and fiber morphology,etc.Higher correlation often exists between the indexes which will impact the reliability of the results.This paper selects 16 indices of 14 fast growing poplar species that are widely cultivated in Shandong province.Using grouped principal component analysis based on factor analysis comprehensively evaluated the 14 poplar varieties.The results showed that the meaning of factor corresponding to each index group is clear and the weight is allocated reasonably,and the correlation between the original indices is also eliminated.The new method provides the possibility to using fully use all of the property information to evaluate pulp wood objectively and reasonably aided by computer aid.

【基金】 江苏省制浆造纸科学与技术重点实验室开放基金项目(201010)
  • 【文献出处】 中国造纸学报 ,Transactions of China Pulp and Paper , 编辑部邮箱 ,2011年04期
  • 【分类号】TS749.1
  • 【被引频次】3
  • 【下载频次】121
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