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Abstract Some fundamental methods used in natural environmen tal corrosion data processing are briefly reviewed in this paper,such as statist ics analysis,curve fitting and correlation analysis.The basic principle and calc ulation method of some moderrn mathematics methods,for example,grey theory,fuzzy mathematics and artificial neural network are expounded systematically,too.Furt hermore,this paper focused on the typical application of grey model forecast,art ificial neural network,cluster analysis,pattern recognition,grey relational anal ysis,etc,in national natural environmental corrosion data processing,regularity research and corrosivity evaluation.
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Received: 06 August 2001
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Corresponding Authors:
Shzhe Song
E-mail: szsong@tju.edu.cn
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[1]CaoCN ,WangGY .ProceedingofenvironmentcorrosionsurveyofmaterialsinChina[A].ACriticalReviewinCorrosionScienceandAnti-CorrosionEngineeringTechnology[C].Beijing:ChemistryIndustryPress,1999,10:1-7(曹楚南,王光雍.我国材料自然环境腐蚀试验研究工作进展[A].腐蚀科学与防腐蚀工程技术新进展[C].北京:化学工业出版社,1999,10:1-7) [2]FangKT .AppliedMultianalysisStatisticsMethods[M ].Shanghai:EastChinaNormalUniveristyPress,1986.(方开泰.实用多元统计分析[M ].上海:华东师范大学出版社,1986) [3]DengJL .GreyControlSystem[M ].Wuhan:HuazhongUniversityofScienceandTechnologyPress,1985(邓聚龙.灰色控制系统[M].武汉:华中理工大学出版社,1985) [4]FuL .TheoryandApplicationofGreySystem[M ].Beijing:BeijingScientificandTechnicalLiteraturePress,1992(傅立.灰色系统理论及其应用[M ].北京:北京科技文献出版社,1992) [5]LiP ,TanTC ,LeeJY .Greyrelationalanalysisofamineinhibitionofmildsteelcorrosioninacids[J].Corrosion,1997,53(3):186-194 [6]MiaoDS .IntroductionalofFuzzyMathematics[M ].Beijing:Ren minUniversityofChinaPress,1987(苗东升.模糊数学导引[M].北京:中国人民大学出版社,1987) [7]WangPZ ,HanLY .AppliedFuzzyMathematics[M].Beijing:Bei jingEconomicCollegePress,1989(汪培庄,韩立岩.应用模糊数学[M ].北京:北京经济学院出版社,1989) [8]LiCR ,QuZY ,etal.Clusteringanalysisofcorrosivefactorsofsoil[J].J.ChineseSocietyforCorrosionandProtection,1994,14(2):138-142(李长荣,屈祖玉等.土壤腐蚀性因素的聚类分析[J].中国腐蚀与防护学报,1994,14(2):138-142) [9]SongGL ,CaoCN ,LinHC .Applicationoffuzzymathematicsfortheevaluationofsoilcorrosivity[J].J.ChineseSocietyforCorrosionandProtection,1993,13(4):303-311(宋光铃,曹楚南,林海潮.模糊聚类分析在土壤腐蚀性评价中的应用[J].中国腐蚀与防护学报,1993,13(4):303-311) [10]SongGL ,CaoCN ,LinHC .Anewtechniqueforcorrelationofundergroundcorrosion[J].Corrosion,1995,51(7):491-494 [11]ZhangLM .ModelsandApplicationofArtificialNeuralNetwork[M].Shanghai:FudanUniversityPress,1993(张立明.人工神经网络的模型及应用[M ].上海:复旦大学出版社,1993) [12]UniversityofScienceandTechnologyofChina.NeuralNetworkandItsApplication[M ].Hefei:USTCPress,1992(中国科技大学编.神经网络及其应用[M ].合肥:中国科技大学出版社,1992) [13]GuoZH ,XingZL ,JinMH ,MengXL .Predictingcorrosionrateofmildsteelinsoilbasedonartificialneuralnetwork[J].J .ChineseSocietyforCorrosionandProtection,1996,16(4):307-310.(郭稚弧,邢政良,金名惠,孟厦兰.基于人工神经网络的金属土壤腐蚀预测方法[J].中国腐蚀与防护学报,1996,16(4):307-310) [14]YangXJ,etal.ArtificialNeuralNetwork[M].Beijing:HighEdu cationPress,1992(杨行峻等.人工神经网络[M ].北京:高等教育出版社,1992) [15]KongDY ,HouGY ,SongSZ .Corrosionspeedpredictionandda tamanagementandadministrationsystemofmildsteelandlow-alloysteelinseawater[A].TheFourthScientificSeminaronCor rosionandProtectionandtheSixthScientificandTechnologicalThesisCommentMeeting[C].Shanghai,1999,28-31(孔德英,候国艳,宋诗哲,碳钢、低合金钢海水腐蚀速度预测及腐蚀数据咨询管理系统[A].第四届中国青年腐蚀与防护学会学术研讨会暨第六届全国青年腐蚀与防护科技论文讲评会会议论文集[C].上海,1999,28-31) [16]TangQH .Regressionanalysisandpredictionforatmospherecor rosionoflowalloysteels-comparedanalysisGM(1,1)modelandregressionmodels[J].Corros.Sci.Prote.Technol.,1995,7(3):210-213.(唐其环.低合金钢大气腐蚀数据拟合及预测———GM (1,1)模型与回归模型的对比分析[J].腐蚀科学与防护技术,1995,7(3):210-213) [17]LiHX ,YinYD ,ZhangSQ ,GaoY .Applicationofgreymodelforpredictionofsoilcorrosionoflowalloysteel[J].Corros.Sci.Prote.Technol.,1993,5(2):141-151(李洪锡,银耀德,张淑泉,高英.低合金钢土壤腐蚀性能灰色模型研究[J].腐蚀科学与防护技术,1993,5(2):141-145) [18]ChuXL ,GuoZH ,etal.Studyonapplicationofgreymodelforsoilcorrosion[J].J.ChineseSocietyforCorrosionandProtection,2000,20(1):54-58(楚喜丽,郭稚弧等.灰色动态模型应用于土壤腐蚀的研究[J].中国腐蚀与防护学报,2000,20(1):54-58) [19]GuoZH ,JinMH ,etal.Neuralnetworkapproachinresearchofmetalcorrosioninsoil[J].Corros.Sci.Prote.Technol.,1995,7(3):258-262(郭稚弧,金名惠等.神经网络在金属土壤腐蚀研究中的应用[J].腐蚀科学与防护技术,1995,7(3):258-262) [20]CaiJP ,KeW .Applicationofneuralnetworktoatmosphericcorro sionofcarbonsteelandlowalloysteels[J].J.ChineseSocietyforCorrosionandProtection,1996,17(4):303-306(蔡建平,柯伟.应用人工神经网络预测碳钢、低合金钢的大气腐蚀规律[J].中国腐蚀与防护学报,1996,17(4):303-306) [21]KongDY ,SongSZ .Analysisofcorrosiondataforcarbonsteelandlow-alloysteelsinseawaterbyartificialneuralnetwork[J].J .ChineseSocietyforCorrosionandProtection,1998,18(4):289-296(孔德英,宋诗哲.人工神经网络技术探讨碳钢、低合金钢的实海腐蚀规律[J].中国腐蚀与防护学报,1998,18(4):289-296) [22]TianYE ,JinL ,WangXH .ChangingregulationofmeteorologicalfactorsoftheatmosphericcorrosiontestsitesinChina[J].Corros.Sci.Prote.Technol.,1995,7(3):196-199(田月娥,金蕾,汪学华,我国大气腐蚀试验站气象因素变化规律[J].腐蚀科学与防护技术,1995,7(3):196-199) [23]SongSZ .Clusteringanalysisofcorrosiondataforcarbonsteelandlow-alloysteelinseawater.Summaryof“China9thfive-yearplan”importantproject,59290900-16-06(宋诗哲.碳钢、低合金钢海水腐蚀数据的聚类分析.“九五”重大项目总结,59290900-16-06) [24]WangXY ,WangGY ,QuZY ,LiCR .Theeffectofenvironmen talfactorsonatmosphericcorrosionofcarbonandlowalloysteels[J].J .ChineseSocietyforCorrosionandProtection,1995,15(2):124-127(汪轩义,王光雍,屈祖玉,李长荣.环境因素对碳钢、低合金钢大气腐蚀的影响[J].中国腐蚀与防护学报,1995,15(2):124-127) [25]WangXY ,WangGY ,QuZY ,LiCR .Applicationofpatternrec ognizationtopredictionofatmosphericcorrosionofmetals[J].Cor ros.Sci.Prote.Technol.,1998,10(3):171-173(汪轩义,王光雍,屈祖玉,李长荣.模式识别在金属大气腐蚀预测中的应用[J].腐蚀科学与防护技术,1998,10(3):171-173) [26]WangXY ,WangGY ,QuZY ,LiCR .ThefuzzycomprehensiveassessmentofatmosphericcorrosivityinsometypicalareasinChi na[J].Corros.Sci.Prote.Technol.,1996,8(1):79-83(汪轩义,王光雍,屈祖玉,李长荣.我国典型地区大气腐蚀性的综合评价[J].腐蚀科学与防护技术,1996,8(1):79-83) [27]DongYL ,QuZY ,LiCR ,LuYP .Clusteringanalysisofatmo sphericcorrosionfactors[A].ACriticalReviewinCorrosionSci enceandAnti-CorrosionEngineeringTechnology[C].Beijing:ChemicalIndustryPress,1999,10:228-230(董玉兰,屈祖玉,李长荣,卢燕平.大气环境腐蚀性因素的聚类分析[A].腐蚀科学与防腐蚀工程技术新进展[C].北京:化学工业出版社,1999,10:228-230) [28]ChuXL ,GuoZH ,HuangJ,LvAL .Applicationofgreypredic tioninsoilcorrosionstudy[A].ACriticalReviewinCorrosionSci enceandAnti-CorrosionEngineeringTechnology[C].Beijing:ChemicalIndustryPress,1999,10:573-575(楚喜丽,郭稚弧,黄剑,吕安林.灰色预测在土壤腐蚀研究中的应用[A].腐蚀科学与防腐蚀工程技术新进展[C].北京:化学工业出版社,1999,10:573-575) [29]DaiMA ,etal.Predictionofseawatercorrosionbyartificialneuralnetwork[A].ACriticalReviewinCorrosionScienceandAnti-CorrosionEngineeringTechnology[C].Beijing:ChemicalIndustryPress,1999,10:283-285(戴明安,朱相荣等.人工神经网络预测海水腐蚀[A].腐蚀科学与防腐蚀工程技术新进展[C].北京:化学工业出版社,1999,10:283-285) [30]WangSY ,KongDY ,SongSZ .Diagnosingcorrosionmodalitysystemofmetallicmaterialinseawaterbasedonfuzzy patternrecognition[A ].NationalScientificSeminaronProceedingandApplicationinCorrosionElectrochemistry[C].Kunming,2000,11:64-68(王守琰,孔德英,宋诗哲.基于模糊模式识别的腐蚀形貌诊断系统[A].全国腐蚀电化学进展与应用学术研讨会论文集[C].昆明,2000,11:64-68) [31]ZhuXR ,ZhangQF .Studyondependenceofseawatercorrosivityonenvironmentalfactorsbygreyrelationalspaceanalysis[J].J .ChineseSocietyforCorrosionandProtection,2000,20(1):29-34(朱相荣,张启富.灰关联分析法探讨环境因素与海水腐蚀性的关系[J].中国腐蚀与防护学报,2000,20(1):29-34) [32]ZhuXR ,YuCJ,ZhangJ.Greyrelationshipspaceanalysisonmainenvironmentalfactorsforseawatercorrosionofaluminumalloy[J].Corros.Sci.Prote.Technol.,2001,13(1):9-11朱相荣,郁春娟,张晶.Al合金海水腐蚀与环境因素的灰关联分析[J].腐蚀科学与防护技术,2001,13(1):9-11) [33]The59ResearchInstituteofChinaOrdnanceIndustry.Greyrela tionshipanalysisbetweenatmosphericcorrosionofmetalandenvi ronmentalfactors.Summaryof“China9thfive-yearplan”impor tantproject,59290900-13-05(中国兵器工业第五九研究所.金属大气腐蚀与环境因素的灰色关联分析.“九五”重大项目总结,59290900-13-05) [34]The59RresearchInstituteofChinaOrdnanceIndustry.Fuzzyin tegratedevolutioninatmosphericcorrosionofcoatingmembrane.Summaryof“China9thfive-yearplan”importantproject,59290900-13-07中国兵器工业第五九研究所.涂膜大气腐蚀的模糊综合评定.“九五”重大项目总结,59290900-13-07) [35]KongDY ,HouGY ,SongSZ .Thecorrosiondatamanagementandpredictionsystemofsteelusedinseawater[J].Corros.Sci.Prote.Technol.,2000,12(1):16-19孔德英,候国艳,宋诗哲.常用金属海水腐蚀数据管理及预测系统[J].腐蚀科学与防护技术,2000,12(1):16-19) [36]ZhuXR ,YuCJ,ZhangQF .Discussiononevolutionofmarinecorrosionbyenvironmentalfactors[A].SeminaronCross-StraitMaterialsCorrosionandProtection[C].Tainan,Taiwan.2000,10:116(朱相荣,郁春娟,张启富.环境因素评价海水腐蚀性的方法探讨[A].海峡两岸材料腐蚀与防护研讨会论文集[C].台湾台南,2000,10:116) [37]YangJP ,DiZ ,WengYJ .StudyonregionalsoilcorrosivenessinDagangoilfield[J].Corros.Sci.Prote.Technol.,1995,7(3):275-276(杨建平,狄峥,翁永基.大港油田区域土壤腐蚀性研究[J].腐蚀科学与防护技术,1995,7(3),275-276) |
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