Application of the Cellular Automata for Obtaining Pitting Images during Simulation Process of Their Growth

被引:14
作者
Rusyn, Bohdan [1 ]
Tors'ka, Roxana [1 ]
Kobasyar, Mykhailo [1 ]
机构
[1] IPM NASU, UA-79060 Lvov, Ukraine
来源
MAN-MACHINE INTERACTIONS 3 | 2014年 / 242卷
关键词
numerical simulation; cellular automata; image processing; pitting; CARBON-STEEL; CORROSION GROWTH; DIFFUSION; MODEL;
D O I
10.1007/978-3-319-02309-0_32
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper describes obtaining pitting images in processes of their growth and metal surface destruction simulation by cellular automata (CA) method application. Dynamic process of destruction of the analyzed areas is shown. New algorithm of simulation and a series of evolution local rules for cells of automaton by image reproduction are presented. Modeling using cellular automata enables a creation of the simulation of dynamic systems with high correctness of physics processes, including the micro-level. Nowadays there exist a lot of problems dealing with the formation and growing of pittings because of lack of appropriate methods which enable to monitor micro-scale of destruction for such material like austenitic stainless steels. Considering these factors, it can be argued that this approach is extremely effective, along with others. It was found that the use of cellular automata for modeling is more effective in comparison with existing methods: Monte Carlo method, finite volume method and voxel method.
引用
收藏
页码:299 / 306
页数:8
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