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Studies on electrochemical noise analysis of an epoxy coating/metal system under marine alternating hydrostatic pressure by pattern recognition method
Meng, Fandi; Liu, Li; Li, Ying; Wang, Fuhui; Liu, L (reprint author), Chinese Acad Sci, Inst Met Res, Wencui Rd 62, Shenyang 110016, Peoples R China.
2017-04-01
发表期刊PROGRESS IN ORGANIC COATINGS
ISSN0300-9440
卷号105页码:81-91
摘要The electrochemical noise (EN) measurement of an epoxy coating/metal system under alternating hydrostatic pressure (AHP) was performed, and pattern recognition (PR) method was utilized for EN data analysis to evaluate the protective performance of the coating system. The results indicated that EN time records displayed different characteristics for corrosion states of the coated steel under AHP, some certain potential spikes should be due to a residual effect of the pressure change instead of a corrosion effect. The PR procedures, including principal component analysis (PCA), hierarchical agglomerative cluster analysis (HACA) and discriminant analysis (DA), were applied to the establishment of an evaluation model for EN statistical parameters. Based on the established discriminant functions, different failure stages of the other coatings under AHP can be identified conveniently and accurately. (C) 2017 Elsevier B.V. All rights reserved.; The electrochemical noise (EN) measurement of an epoxy coating/metal system under alternating hydrostatic pressure (AHP) was performed, and pattern recognition (PR) method was utilized for EN data analysis to evaluate the protective performance of the coating system. The results indicated that EN time records displayed different characteristics for corrosion states of the coated steel under AHP, some certain potential spikes should be due to a residual effect of the pressure change instead of a corrosion effect. The PR procedures, including principal component analysis (PCA), hierarchical agglomerative cluster analysis (HACA) and discriminant analysis (DA), were applied to the establishment of an evaluation model for EN statistical parameters. Based on the established discriminant functions, different failure stages of the other coatings under AHP can be identified conveniently and accurately. (C) 2017 Elsevier B.V. All rights reserved.
部门归属[meng, fandi ; liu, li ; li, ying ; wang, fuhui] chinese acad sci, inst met res, wencui rd 62, shenyang 110016, peoples r china ; [wang, fuhui] northeastern univ, sch mat sci & engn, key lab anisotropy & texture mat moe, shenyang 110819, peoples r china
关键词Electrochemical Noise Pattern Recognition Organic Coating Alternating Hydrostatic Pressure
学科领域Chemistry, Applied ; Materials Science, Coatings & Films
资助者National Basic Research Program of China [2014CB643303, 2014CB643301]; National Natural Science Fund of China [51271187, 51622106]
收录类别SCI
语种英语
文献类型期刊论文
条目标识符http://ir.imr.ac.cn/handle/321006/78212
专题中国科学院金属研究所
通讯作者Liu, L (reprint author), Chinese Acad Sci, Inst Met Res, Wencui Rd 62, Shenyang 110016, Peoples R China.
推荐引用方式
GB/T 7714
Meng, Fandi,Liu, Li,Li, Ying,et al. Studies on electrochemical noise analysis of an epoxy coating/metal system under marine alternating hydrostatic pressure by pattern recognition method[J]. PROGRESS IN ORGANIC COATINGS,2017,105:81-91.
APA Meng, Fandi,Liu, Li,Li, Ying,Wang, Fuhui,&Liu, L .(2017).Studies on electrochemical noise analysis of an epoxy coating/metal system under marine alternating hydrostatic pressure by pattern recognition method.PROGRESS IN ORGANIC COATINGS,105,81-91.
MLA Meng, Fandi,et al."Studies on electrochemical noise analysis of an epoxy coating/metal system under marine alternating hydrostatic pressure by pattern recognition method".PROGRESS IN ORGANIC COATINGS 105(2017):81-91.
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