元胞自动机在金属腐蚀数值模拟分析中的应用

颜光耀; 孙东平; 李永强; 丁健; 丁博松; 王瑞刚; 董博

doi:10.7643/ issn.1672-9242.2025.09.006

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装备环境工程 ›› 2025, Vol. 22 ›› Issue (9) : 50-58. DOI: 10.7643/ issn.1672-9242.2025.09.006

专题——舰船装备可靠性

元胞自动机在金属腐蚀数值模拟分析中的应用

颜光耀¹, 孙东平¹, 李永强¹, 丁健¹, 丁博松¹, 王瑞刚¹, 董博^2,*

作者信息 +

Application of Cellular Automata in Numerical Simulation and Analysis of Metal Corrosion

YAN Guangyao¹, SUN Dongping¹, LI Yongqiang¹, DING Jian¹, DING Bosong¹, WANG Ruigang¹, DONG Bo^2,*

Author information +

文章历史 +

摘要

系统概述了元胞自动机对腐蚀损伤过程进行模拟的运行机制,阐述了元胞自动机常见的建模类型。重点介绍了二维和三维元胞自动机在腐蚀领域中的数值模拟过程,并列举了目前主流的利用元胞自动机进行腐蚀数值模拟的研究成果。通过分析当前元胞自动机的数值模拟过程,总结了此模型的优点,并展望了利用元胞自动机进行定量化分析的研究前景。

Abstract

The operational mechanisms of cellular automata (CA) for simulating corrosion damage processes are systematically reviewed and the common modeling paradigms within this framework are interpreted. The numerical simulation procedures for both two-dimensional (2D) and three-dimensional (3D) CA applications in corrosion science are elaborated, along with a review of mainstream research achievements leveraging CA-based corrosion modeling. Through critical analysis of existing CA simulation workflows, the methodological advantages of CA models are summarized and the prospects for advancing quantitative corrosion analysis through enhanced CA methodologies are outlined.

导出引用

颜光耀, 孙东平, 李永强, 丁健, 丁博松, 王瑞刚, 董博. 元胞自动机在金属腐蚀数值模拟分析中的应用[J]. 装备环境工程. 2025, 22(9): 50-58 https://doi.org/10.7643/ issn.1672-9242.2025.09.006

YAN Guangyao, SUN Dongping, LI Yongqiang, DING Jian, DING Bosong, WANG Ruigang, DONG Bo. Application of Cellular Automata in Numerical Simulation and Analysis of Metal Corrosion[J]. Equipment Environmental Engineering. 2025, 22(9): 50-58 https://doi.org/10.7643/ issn.1672-9242.2025.09.006

中图分类号： TG172

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