Physical mechanism of material microstructure evolution based upon BEMD and image multi-scale entropy during heat treatment process

Qing Li, Xia Ji, S. Liang
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Abstract

The physical mechanism of material microstructure evolution is essential in developing the right properties for the designer of material forming. However, many previous investigation results have shown that the microstructure evolution only focused on using X-ray diffraction (XRD), differential thermal analysis (DTA) and scanning electron microscope (SEM) approach, etc. There are still few experimental and computational researches pay attention to the evolution analysis of material microstructure based on microstructure image characteristics. In this paper, the physical mechanism of material microstructure evolution based on Bi-dimensional empirical mode decomposition (BEMD) and image multi-scale entropy (MSE) during heat-treatment process is proposed, using glass-ceramic material as an example. The experimental results show that the evolution process of the microstructure images can be depicted quantitatively, meanwhile, it also confirms that the complexity of image information was changed with the distribution information of grain size and glass phase composition.
基于BEMD和图像多尺度熵的材料热处理过程微观结构演化的物理机制
材料微观结构演变的物理机制对于材料成形设计人员开发正确的性能至关重要。然而,许多先前的研究结果表明,微观结构的演变只集中在x射线衍射(XRD)、差热分析(DTA)和扫描电子显微镜(SEM)等方法上。目前,基于微观结构图像特征的材料微观结构演化分析的实验和计算研究还很少。本文以玻璃陶瓷材料为例,提出了基于二维经验模态分解(BEMD)和图像多尺度熵(MSE)的热处理过程中材料微观结构演化的物理机制。实验结果表明,显微结构图像的演变过程可以定量描述,同时也证实了图像信息的复杂性随晶粒尺寸和玻璃相组成的分布信息而变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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