人工神经网络优化碳钢表面TiO2修饰膜制备工艺

中国腐蚀与防护学报

2001, Vol. 21

Issue (2): 101-105

研究报告

本期目录 | 过刊浏览

人工神经网络优化碳钢表面TiO2修饰膜制备工艺

宋来洲;高志明;宋诗哲

天津大学材料学院

ARTIFICIAL NEURAL NETWORK AIDED DESIGN OF FORMATION OF TiO2 MODIFIED FILM ON CARBON STEEL

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天津大学材料学院

全文: PDF(131 KB)

摘要: 在改进常规制备方法的基础上,采用化学镀/溶胶-凝胶复合法在碳钢表面制备TiO2修饰膜.利用人工神经网络优化制备工艺.研究较优条件下制备的T iO2修饰膜在0.5 mol/L硫酸溶液中的耐蚀性能.

关键词 ：化学镀/溶胶-凝胶复合法, 人工神经网络, TiO

Abstract：TiO2 modified film is one of wonderful anticorros ion materials.TiO2 modified film on carbon steel was prepared by a new method electroless plating and solgel composite process.There were many preparation fa ctors influencing the corrosion resistance property of modified film,among them, the thickness of NiP transient layer (measured by plating time),number of dipc oating during the solgel process,heat treatment time and the molar ratio of c omplexing agent and Ti(OC4H9)4 were the most important ones.An artificial neural network was applied to design the preparation condition of TiO2 modifie d f ilm considering the interaction of the main factors.The condition of forming TiO 2 modified film on carbon steel was that NiP plating was 50minutes,No.of dip coating was 4,heat treatment time was 2 hours,and the molar ratio of complexing agent and Ti(OC4H9)4 kept 1.5∶1.Corrosion behavior of TiO2 film on carb on steel was investigated by polarization resistance measurement.The result show s that electroless plating and solgel TiO2 modified film on carbon steel has a good anticorrosion property in 0.5 mol/L H2SO4 solution.

Key words： electroless plating and solgel dual process artifici al neural network TiO2 modified film corros

收稿日期: 2000-10-23

ZTFLH:

TG171

通讯作者: 宋来洲

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宋来洲; 高志明; 宋诗哲 . 人工神经网络优化碳钢表面TiO2修饰膜制备工艺[J]. 中国腐蚀与防护学报, 2001, 21(2): 101-105 .

链接本文:

https://www.jcscp.org/CN/Y2001/V21/I2/101

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