ARTIFICIAL NEURAL NETWORK TECHNOLOGY FOR THE DATA PROCESSING OF HIGH TEMPERATURE SULFUR CORROSION

J Chin Soc Corr Pro

2001, Vol. 21

Issue (2): 76-81 DOI:

Research Report

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ARTIFICIAL NEURAL NETWORK TECHNOLOGY FOR THE DATA PROCESSING OF HIGH TEMPERATURE SULFUR CORROSION

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北京科技大学材料科学与工程学院

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Abstract Artificial neural network(ANN) method for the data processing of high temperature sulfur corrosion is proposed after analyzing the g eneral method for high temperature sulfur corrosion. A metabolism model for pred icting the corrosion life by ANN is presented, which does not need all kinds of materials and environment parameters,and only needs to know a little data about environment parameters(including temperature,sulphur content and materials) and corr ositivity in-service.The feasibility of this model was verified by the data from McConomy and Coaper Gorman curves.It is proved that ANN technology is applicabl e to the evaluation of the complicated system of high temperature sulphur corros ion, and also gives a base to develop the expert system and residual life evalua tion system for high temperature sulphur corrosion.

Key words: artificial neural network high temperature sulphur c orrosion

Received: 31 January 2000

ZTFLH:

TG172.33

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. ARTIFICIAL NEURAL NETWORK TECHNOLOGY FOR THE DATA PROCESSING OF HIGH TEMPERATURE SULFUR CORROSION. J Chin Soc Corr Pro, 2001, 21(2): 76-81 .

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https://www.jcscp.org/EN/ OR https://www.jcscp.org/EN/Y2001/V21/I2/76

[1]ZhangChengzhong .Corrosionandprotectionofmetals[M ].Beijing :MetallurgicalIndustryPress,1991,10 - 30(张承忠 ,金属的腐蚀与防护 [M ].北京 :冶金工业出版社 ,1991,10～ 30 )
[2 ]ChinesePetrochemicalEquipmentSociety .HandbookofPetrochemicalCorrosionandProtection[M ].SINOPECPress,1994,6 7- 72(中国石油化工设备管理协会 .石油化工装置设备腐蚀与防护手册 [M ].北京 :中国石化出版社 ,1994,6 7- 72 )
[3]CaiJianping ,KeWei.Theusingofartificialneuralnetworkinatmosphericcorrosion[J].JournalofChineseSocietyforCorro sionandProtection ,1997,17(4 ) :30 3- 30 6(蔡建平 ,柯伟 .神经网络在大气腐蚀中的应用 [J].中国腐蚀与防护学报 ,1997,17(4 ) :30 3- 30 6 )
[4 ]HinesJG .Corrosioninformationandcomputers[J].Br.CorrosionJ .,1986 ,2 1(2 ) :82 - 85 .
[5 ]EURECAresearchgroup .Corrosionfailureanalysisofindustryequipment.TheexchangepapersfromPortugalEURECAre searchgroup .(“尤里卡”项目组 .工业装备的腐蚀失效分析 .与葡萄牙交流的内部资料 )
[6 ]DongYulan .Theexpertsystemforatmosphericcorrosionofelectroplatedzinccoatings[D].MSdegreethesisofUSTB ,1995 .(董玉兰 .镀锌层大气腐蚀评价咨询系统 [D].北京科技大学硕士论文 ,1995 )
[7]SongShizhe .Theusingofartificialneuralnetworkinseawatercorrosion[J].JournalofChineseSocietyforCorrosionandPro tection ,1997,3:45(宋诗哲 .神经网络在海洋腐蚀中的应用 [J].中国腐蚀与防护学报 ,1997,3:45 )
[8]XieDingyu .ThecomputeraiddesignandMATLABlanguageanditsusage[M ].Beijing :TshinghuaUniversityPress ,1996 .(薛定宇 .控制系统计算机辅助设计 -MATLAB语言及应用 [M ].北京 :清华大学出版社 ,1996 )
[9]KeWei,ChenJinwei.Theadvantageofpetrochemicalcorrosion[J].PetrochemicalCorrosionandProtection ,1997,2 :1- 8(柯伟 ,陈进伟 .炼油工业中腐蚀研究进展 [J].石油化工腐蚀与防护 ,1997,2 :1- 8)
[10 ]GutzietJ,etal.Corrosioninpetroleumrefiningandpetrochemicaloperationmetals ,HandBook[M ].9th,Vol.13,Corrosion ,1987,12 30 - 12 6 1

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