Cellular Automata Modeling as a Tool in Corrosion Management

Abstract

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.

Information-Analytical Software for Developing Digital Models of Porous Structures’ Materials Using a Cellular Automata Approach

“…[10] Corrosion [13,14] Melting [15] Medicine [12] Structure modeling [7,[16][17][18] Mechanical properties [8] One of the features of aerogel structures is their mesoporosity-their properties largely depend on mesopores, defined as pores that have a diameter from 2 to 50 nm [19]. This imposes certain restrictions on the choice of methods for modeling structures since the presence of these pores must be explicitly taken into account.…”