代表性基本卷
材料科学
样本量测定
色散(光学)
复合材料
体积热力学
统计
数学
微观结构
热力学
物理
光学
作者
Wenjun Bai,Zuer Gong,Yuan Li,Jinxiang Liu
标识
DOI:10.1016/j.compscitech.2023.109946
摘要
The critical size is a prerequisite to accurately evaluate mechanical properties by utilizing the representative volume element (RVE) model. This study proposes a method to determine the RVE model critical size based on statistical theory. First of all, the distribution types followed by the calculated results of models are tested by hypothesis test methods. Afterwards, the least sample for a given confidence level is determined by using the t-test. Lastly, the RVE model critical size is determined by analyzing the dispersion of statistics. The results show that the mechanical properties of different models for the same size follow a normal distribution. The least sample exists where the error of mechanical properties is stable. By quantifying the dispersion of mechanical properties, the RVE model critical size is determined at low significance level and low critical error, hence the error of results for an arbitrary model with this size can be quantified.
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