Cellular Automata Modeling as Tool in The Corrosion Management

• DOI: 10.20944/preprints202306.1727.v1
• Publication Date: 2023-06-26T00:06:36Z
• Authors: Juan C. Reinoso-B...; Marcelo Cortés-Ca...; Fabiola Pineda; Mauro Henriquez; Norman Toro; Felipe M. Gallegu...

Cellular automata (CA) 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 simulate corrosion behavior at the microscale, capturing the intricate interactions between electrochemical reactions, material properties, and environmental factors generating a new vision of predictive maintenance. It discusses 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.