摘要
简要叙述了人工神经网络在大气、海水、土壤腐蚀方面的应用,系统分析了二维、三维元胞自动机的发展现状和发展趋势,及其在金属腐蚀与防护领域的应用研究进展。最后提出作为一种新兴的腐蚀与防护研究技术方法,腐蚀数值仿真技术展示出了强大的发展动力,未来的腐蚀数值仿真技术应朝着建模网络化、功能智能化、系统集成化方向发展。
The application of artificial neural network in the corrosion of atmosphere,sea water and soil was briefly described.The development status and development trend of two-dimensional and three-dimensional cellular automata as well as the application research progress in the field of metal corrosion and protection were systematically analyzed.Finally,it was proposed that as a new research method of corrosion and protection,corrosion numerical simulation technology showed a strong development momentum.The future corrosion numerical simulation technology needs to develop in the direction of network modeling,intelligent function and system integration.
作者
刘岩
刘斌
石泽耀
曹青敏
LIU Yan;LIU Bin;SHI Ze-yao;CAO Qing-min(Beijing Key Laboratory of Materials Electrochemical Process and Technology,Beijing University of Chemical Technology,Beijing 100029,China;School of Materials Science and Engineering,Beijing University of Chemical Technology,Beijing 100029,China)
出处
《装备环境工程》
CAS
2020年第12期60-66,共7页
Equipment Environmental Engineering
基金
中央高校基本科研业务费专项资金资助(buctrc201730)。
关键词
数值仿真技术
腐蚀
防护
人工神经网络
元胞自动机
numerical simulation technology
corrosion
protection
artificial neural network
cellular automata
