铸铁中石墨相显微组织图像的分形分析确定其尺寸和拓扑参数

Konstantin I. Makarenko, A. Poddubnyy, Sergey Glushenok, Ekaterina Zencova
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引用次数: 0

摘要

描述了金相学的基础知识和用于研究和分析材料结构的现代系统。特别注意的是定量显微镜技术,作为一种祖先的现代微观结构分析系统。分析现代计算机程序用于分析从数字显微镜获得的显微结构图像。本文概述了分形分析作为一种计算几何复杂物体参数数值的高效工具的基本原理。以石墨化铸铁组织分析为例,阐述了分形分析方法在确定石墨相中石墨夹杂物形状及其在合金体积中的分布等特征方面的应用。作为研究的一部分,研究了各种类型的铸铁,如片状石墨的石墨生铁、蠕墨铸铁和球状石墨的高级铸铁。为了确定石墨包裹体的形状,建议使用分形维数,并使用空隙度等函数估计分布的不均匀性。介绍了使用ImageJ程序结构中应用的专用FracLac模块确定这些特征的各个阶段。所得结果具有较高的充分性。尽管有积极的评价,但在使用分形分析方法识别铸铁中石墨相固有的几何复杂尺寸和拓扑参数的研究中发现的缺点也被指出。提出了进一步改进这些方法以解决合金金相学中广泛问题的途径。
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DETERMINATION OF THE DIMENSIONAL AND TOPOLOGICAL PARAMETERS OF THE GRAPHITE PHASE IN CAST IRON BY FRACTAL ANALYSIS OF IMAGES OF ITS MICROSTRUCTURE
The basics of metallography and modern systems used for studying and analyzing the structures of materials are described. Special attention is paid to the techniques of quantitative microscopy, as a kind of ancestress of modern microstructure analysis systems. The analysis of modern computer programs used to analyze images of microstructures obtained from digital microscopes is presented. The basics of fractal analysis as a highly effective tool for calculating numerical values of parameters of geometrically complex objects are outlined. Using the example of the analysis of graphitized cast iron structure, the application of the fractal analysis method to determine such characteristics of the graphite phase as the shape of graphite inclusions and their distribution in the alloy volume is demonstrated. As part of the study, various classes of cast iron have been studied, such as graphitic pig iron with flaked graphite, cast iron with vermicular graphite, and high-grade cast iron with spheroidal graphite. To determine the shape of graphite inclusions, a fractal dimension has been proposed to be used, and the unevenness of the distribution has been estimated using such a function as lacunarity. The individual stages of determining these characteristics using a specialized FracLac module applied in the structure of the ImageJ program are presented. The obtained results showed high adequacy. Despite positive assessment, the shortcomings identified during the research on the use of fractal analysis methods for identifying geometrically complex dimensional and topological parameters inherent in the graphite phase in cast iron are noted. The ways for further improvement of these methods for solving a wide range of problems in metallography of alloys are proposed.
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