以“竹藤种质资源数据库”中126个竹种为基础数据,应用K均值聚类算法(K-means算法)、小批量K均值聚类算法(Mini Batch K means算法)、凝聚层次聚类算法,依据竹种酸不溶木质素、苯醇提取物、综纤维素、基本密度、纤维长度、纤维双壁厚、...以“竹藤种质资源数据库”中126个竹种为基础数据,应用K均值聚类算法(K-means算法)、小批量K均值聚类算法(Mini Batch K means算法)、凝聚层次聚类算法,依据竹种酸不溶木质素、苯醇提取物、综纤维素、基本密度、纤维长度、纤维双壁厚、纤维壁腔比7个特征对竹种筛选分级,遴选优良造纸竹种,分析聚类算法对竹藤种质资源的聚类有效性。结果表明:K均值聚类算法具有最高的卡林斯其-哈瑞本斯(Calinski_Harabaz(CH))指标值(63.568),聚类效果最好,126个竹种分为3级。其中:Ⅰ级造纸竹种,包含糯竹、空竹等51个竹种,适合制作高级纸张;Ⅱ级造纸竹种,包括毛竹、思劳竹等62个竹种,适合在排污能力强的造纸厂做纸浆造纸原料。K均值聚类算法是竹种造纸适应性分析的高效可靠的方法,具有较好的应用前景。展开更多
Microfibrilled cellulose(MFC) is a new kind of nanoscale cellulose functional materials, having broad application prospects in many fields like food,medicine,cosmetic,paint,paper and pulp engineering,composite materia...Microfibrilled cellulose(MFC) is a new kind of nanoscale cellulose functional materials, having broad application prospects in many fields like food,medicine,cosmetic,paint,paper and pulp engineering,composite materials,et al.The research on MFC has been extensively conducted for the past 30 years in some developed countries,and even some relevant products have appeared in the market.On the contrast,similar studies in China were rather limited.This paper firstly introduced the properties and application of MFC briefly,and then gave more detailed description on the preparation technology of MFC and its important performance indexes. Several suggestions on the future study on MFC were also proposed.展开更多
文摘以“竹藤种质资源数据库”中126个竹种为基础数据,应用K均值聚类算法(K-means算法)、小批量K均值聚类算法(Mini Batch K means算法)、凝聚层次聚类算法,依据竹种酸不溶木质素、苯醇提取物、综纤维素、基本密度、纤维长度、纤维双壁厚、纤维壁腔比7个特征对竹种筛选分级,遴选优良造纸竹种,分析聚类算法对竹藤种质资源的聚类有效性。结果表明:K均值聚类算法具有最高的卡林斯其-哈瑞本斯(Calinski_Harabaz(CH))指标值(63.568),聚类效果最好,126个竹种分为3级。其中:Ⅰ级造纸竹种,包含糯竹、空竹等51个竹种,适合制作高级纸张;Ⅱ级造纸竹种,包括毛竹、思劳竹等62个竹种,适合在排污能力强的造纸厂做纸浆造纸原料。K均值聚类算法是竹种造纸适应性分析的高效可靠的方法,具有较好的应用前景。
文摘Microfibrilled cellulose(MFC) is a new kind of nanoscale cellulose functional materials, having broad application prospects in many fields like food,medicine,cosmetic,paint,paper and pulp engineering,composite materials,et al.The research on MFC has been extensively conducted for the past 30 years in some developed countries,and even some relevant products have appeared in the market.On the contrast,similar studies in China were rather limited.This paper firstly introduced the properties and application of MFC briefly,and then gave more detailed description on the preparation technology of MFC and its important performance indexes. Several suggestions on the future study on MFC were also proposed.