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

Qing Li, Xia Ji, S. Liang
{"title":"Physical mechanism of material microstructure evolution based upon BEMD and image multi-scale entropy during heat treatment process","authors":"Qing Li, Xia Ji, S. Liang","doi":"10.1109/ITNEC.2017.8284951","DOIUrl":null,"url":null,"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.","PeriodicalId":285834,"journal":{"name":"2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)","volume":"1 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITNEC.2017.8284951","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Motion-distribution method in triple-trajectory tracking of a high redundant non-holonomic MDAMs under joint limits Physical mechanism of material microstructure evolution based upon BEMD and image multi-scale entropy during heat treatment process The research of distributed shared memory technology in power system Design and implementation of traffic information detection equipment based on bluetooth communication Research and VerilogHDL implementation of technology for motion estimation based on new three — step method
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1