使用MATLAB进行钢铁和合金结构信息和数字分析的通用技术
Gulzhainat Akhmetova1, Alexandr Kudrya2, Evgeniy Panin1
1Karaganda Industrial University, 30 Republic Ave., Temirtau 101400, Kazakhstan.
MethodsX
|December 17, 2024
概括
研究人员开发了一种使用MATLAB分析金属微结构的自动化方法,解决了普遍质量控制技术的缺乏问题. 这种方法使材料科学应用的客观数字图像分析成为可能.
科学领域:
- 材料科学 材料科学 材料科学
- 计算工程 计算工程 计算工程
- 金属学金属学是什么
背景情况:
- 对金属和合金微结构的手动分析是耗时且主观的.
- 现有的标准缺乏统一的,自动化的微结构质量控制方法.
- 自动化对于客观和高效的材料表征至关重要.
研究的目的:
- 开发一种用于分析钢铁和合金微结构的自动化方法.
- 适应广泛可用的软件用于金属图像分析.
- 为微观结构评估建立一个客观的数字方法.
主要方法:
- 使用MATLAB软件进行图像处理和分析.
- 适应微观结构特征提取的计算和图形操作.
- 开发了一种用于定量微观结构测量的信息数字方法.
主要成果:
- 实现了微观结构的充分和客观的数字表示.
- 能够测量影响材料性质的结构元素.
- 提供了一种标准化,自动化的金属学分析方法.
结论:
- 开发的方法为金属结构质量控制提供了通用自动化解决方案.
- 适应 MATLAB 方便客观分析与国际标准 (ASTM,DIN,GOST,ISO) 保持一致.
- 这种数字化方法提高了材料科学研究的准确性和效率.
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