|本期目录/Table of Contents|

[1]巫静a,田彦杰b,汪澜a,等. 基于SVM理论的涤纶织物分散染料上染率模型研究[J].浙江理工大学学报,2013,30(01):21-26.
 WU Jinga,TIAN Yan jieb,WANG Lana,et al. Research on Modeling of DyeUptake Rate for Disperse Dyes onPolyester Fibers Based on SVM[J].Journal of Zhejiang Sci-Tech University,2013,30(01):21-26.
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 基于SVM理论的涤纶织物分散染料上染率模型研究()
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浙江理工大学学报[ISSN:1673-3851/CN:33-1338/TS]

卷:
第30卷
期数:
2013年01期
页码:
21-26
栏目:
纺织与服装工程
出版日期:
2013-01-20

文章信息/Info

Title:
 Research on Modeling of DyeUptake Rate for Disperse Dyes onPolyester Fibers Based on SVM
文章编号:
16733851 (2013) 01001605
作者:
 巫静a 田彦杰b 汪澜a 林俊雄b
 浙江理工大学, a. 先进纺织材料与制备技术教育部重点实验室; b. 机械与自动控制学院,杭州 310018
Author(s):
 WU Jinga TIAN Yanjieb WANG Lana LING Junxiongb
 Zhejiang SciTech University, a. The Key Laboratory of Advanced Textile Materials and ManufacturingTechnology, Ministry of Education; b. School of Machinery and Automation, Hangzhou 310018, China
关键词:
 涤纶织物 分散染料 上染率 支持向量机 多因素模型
分类号:
TS190.9
文献标志码:
A
摘要:
    以分散红FB对涤纶织物染色为例,利用在解决小样本、非线性及高维模式识别中表现出许多特有优点的支持向量机(SVM)理论,建立了涤纶织物分散染料染色工艺因素—上染率多因素模型。并通过实验进行验证,其结果表明:实验值与模型预测值的相关系数达到了0.9778,误差均在3%以内,说明该数学模型具有较高的精确度,能较准确地反映分散染料对涤纶织物的实际上染情况,并可预测染色结果。

参考文献/References:

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备注/Memo

备注/Memo:
收稿日期: 2012-06-11
基金项目: 国家自然科学基金(61074154)
作者简介: 巫静(1987-),女,江苏扬州人,硕士研究生,主要从事新型染整技术研究。
通信作者: 汪澜,Email:wlan_cn@yahoo.com.cn
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