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回归分析法在橡胶配方试验中的应用

Application of regression analysis to rubber formulation experiment

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【作者】 姚钟尧林惠音梁士慧

【Author】 YAO Zhong yao,LIN Hui yin,LIANG Shi hui (South China University of Technology,Guangzhou 510641,China)

【机构】 华南理工大学高分子系!广东广州510641华南理工大学高分子系!1999届毕业生

【摘要】 应用均匀设计法设计橡胶配方 ,研究胶粉、白炭黑、炭黑和棕色树脂粉 4种填料对SBR胶料密度、硬度、弯曲屈挠、耐磨耗等 7项性能的影响。采用回归分析法拟合试验数据 ,得到优选的定量描述性能与填料变量之间关系的诸回归方程 ,利用它们优化和预测配方。验证试验表明 ,所优选的配方密度小、硬度高、其它性能基本达到要求。全面显示了回归分析法在橡胶配方试验中应用的全过程 ,着重说明了使用回归分析法时不能忽略的几个问题 :试验总数、回归模型、回归方程和回归系数的显著性检验、剩余标准离差、回归方程的优选和验证试验

【Abstract】 The effects of four fillers,such as rubber crumb,silica,carbon black and brown resin powder on the properties of SBR compound,such as density,hardness,bending flexure,wear resistance and so on were investigated by designing the rubber formula with the uniform design method.The optimized regression equations describing the relationship between the properties of rubber compound and the variables of fillers quantitively were obtained by fitting the experimental data with the regression analysis,and the equations were used to predict and optimize the rubber formula.The results of confirmation test showed that the optimized formula featured lower density,higher hardness and other acceptable properties.The whole process of applying the regression analysis to the rubber formulation experiment was revealed with focus on some unnegligible issues:total number of experiments,regression model,notability test of regression equation and regression coefficient,remained standard deviation,and optimization and confirmation test of regression equation.

【关键词】 回归分析均匀设计橡胶配方SBR填料
【Key words】 regression analysisuniform designrubber formulaSBRfiller
  • 【文献出处】 橡胶工业 ,China Rubber Industry , 编辑部邮箱 ,2001年07期
  • 【分类号】TQ330
  • 【被引频次】21
  • 【下载频次】567
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