细胞自动机
腐蚀
微尺度化学
计算机科学
自动机
随机细胞自动机
计算模型
复杂系统
生化工程
理论计算机科学
人工智能
材料科学
工程类
数学
数学教育
冶金
作者
Juan C. Reinoso-Burrows,Norman Toro,Marcelo Cortés-Carmona,Fabiola Pineda,Mauro Henríquez,Felipe M. Galleguillos Madrid
出处
期刊:Materials
[MDPI AG]
日期:2023-09-03
卷期号:16 (17): 6051-6051
摘要
Cellular automata models have emerged as a valuable tool in corrosion management. This manuscript provides an overview of the application of cellular automata models in corrosion research, highlighting their benefits and contributions to understanding the complex nature of corrosion processes. Cellular automata models offer a computational approach to simulating corrosion behavior at the microscale, capturing the intricate interactions between electrochemical reactions, material properties, and environmental factors and generating a new vision of predictive maintenance. It reviews the key features of cellular automata, such as the grid-based representation of the material surface, the definition of state variables, and the rules governing cell-state transitions. The ability to model local interactions and emergent global behavior makes cellular automata particularly suitable for simulating corrosion processes. Finally, cellular automata models offer a powerful and versatile approach to studying corrosion processes, expanding models that can continue to enhance our understanding of corrosion and contribute to the development of effective corrosion prevention and control strategies.
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