纺织学报 ›› 2012, Vol. 33 ›› Issue (3): 22-26.

• 纤维材料 • 上一篇    下一篇

PVDF静电纺锂电隔膜纤维直径预测模型及优化

贾庆龙,焦晓宁,王忠忠   

  1. 天津工业大学
  • 收稿日期:2011-05-09 修回日期:2011-09-18 出版日期:2012-03-15 发布日期:2012-03-06
  • 通讯作者: 贾庆龙 E-mail:jialei2009@163.com

The fiber diameter prediction model and optimization of PVDF electrospun lithium separators

 JIA  Qing-Long, JIAO  Xiao-Ning, WANG  Zhong-Zhong   

  • Received:2011-05-09 Revised:2011-09-18 Online:2012-03-15 Published:2012-03-06

摘要: 隔膜的孔隙率决定着隔膜的亲液性及离子传导性能,从而影响锂离子电池的使用性能。纤维直径对隔膜的孔隙率影响显著,本文以PVDF静电纺锂电隔膜纤维直径为响应值,利用RSM的BBD方法设计实验样本,通过Design expert对实验数据进行处理,得到了拟合度(R2=0.9466)、信噪比(Adeq Precision= 13.095)和预测值与实际值之间波动小的二次多元回归模型,并对其进行了方差分析和显著性检验,结果表明丙酮混比、溶液浓度、丙酮混比与溶液浓度、溶液浓度与电场强度的交互作用对纤维直径的影响显著。利用泡点法测试获得样品的孔隙率,发现纤维直径在100nm左右的隔膜孔隙率较高且分布均匀,并以此为求解结果,获得了一组最佳工艺参数:丙酮添加量为15.36%,溶液浓度为18.38%,电场强度为1.49KV/cm,预测直径为117nm。

Abstract: The porosity affect the liquid absorption and ion conduction properties of membrane, thus affecting the performance of lithium-ion battery.As the fiber diameter significantly affect the porosity of membrane,in this research the fiber diameter of electrospun PVDF membrane in lithium cells measured and the test sample designed by the BBD of RSM , a Quadratic multiple regression model got .The R-Squared(0.9466) and Adeq Precision(13.095) illustrated the model fitted the sample very well , small fluctuations between predicted and actual values also said the same result . Under taking analysis of variance and significance test of the model found that acetone mixed ratio, concentration, interaction of mixing ratio and concentration of acetone , interaction of concentration and electric field strength were significant influencing factors .The porosity of the sample Tested by bubble point method and found that fiber diameter of about 100nm in higher porosity and uniform, and as a solution results, obtained a set of optimal parameters: acetone mixed ratio 15.36% , concentration was 18.38%, electric field strength 1.49KV/cm, predicted diameter of 117nm.

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