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灰色理论在塑料老化行为预测中的应用研究
  • 期刊名称:塑料工程China Plastic Industry
  • 时间:2013.4.16
  • 页码:113-116
  • 分类:O631.33[理学—高分子化学;理学—化学]
  • 作者机构:[1]兰州城市学院机械监测与故障诊断研究所,甘肃兰州730070, [2]兰州城市学院信息网络中心,甘肃兰州730070
  • 相关基金:国家自然科学基金(11164012),教育部科学技术研究重点项目(210230),甘肃省自然科学基金(1010RJZA168),甘肃省教育厅基金(1111B-03)
  • 相关项目:基于扩散理论对金属薄膜生长反常效应的研究
中文摘要:

根据灰色理论构建GM(1,1)预测模型,以湿热条件下聚丙烯和蒙脱土/聚丙烯纳米复合材料的拉伸强度变化的预测为例,研究所建预测模型在塑料老化行为预测中的适用性。聚丙烯和蒙脱土/聚丙烯纳米复合材料拉伸强度的预测结果表明,所建模型的预测精度等级为1级,模拟值与实际值的相对误差最大为4.25%,可用于塑料老化行为的预测。灰色GM(1,1)模型所需实验数据少,预测精度高,为塑料老化行为的预测提供了一种简易而可靠的新途径。

英文摘要:

GM (1, 1 ) prediction model was constructed according to Grey Theory. Regarding the prediction of tensile strength of PP and PP/MMT nanocomposites under hydro-thermal condition as an example, the applicability of constructed model in plastic aging behavior was researched. Prediction results of tensile strength for PP and PP/MMT nanocomposites showed that the prediction accuracy grades of constructed model was one, the maximum relative error between simulation value and the actual value was 4. 25%, and constructed model can be used to predict aging behavior of plastic. GM ( 1, 1 ) prediction model needed less original data, had a high prediction accuracy which was a simple and reliable method for plastic aging behavior prediction.

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