IMR OpenIR
Laboratory-Scale Identification of Corrosion Mechanisms by a Pattern Recognition System Based on Electrochemical Noise Measurements
Zhang, Zhen; Wu, Xinqiang; Tan, Jibo
2019-07-17
Source PublicationJOURNAL OF THE ELECTROCHEMICAL SOCIETY
ISSN0013-4651
Volume166Issue:12Pages:C284-C295
AbstractUniform corrosion, pitting corrosion and passivation of 304 stainless steel were promoted and pattern recognition system (PRS) based on electrochemical noise (EN) measurements was employed to classify these corrosion mechanisms in laboratory-scale. The EN signals were analyzed using statistical, shot noise, wavelet and recurrence quantification analysis. It was found that the PRS designed by combining these EN parameters has a discriminant accuracy of 99.7%, which is superior to those designed by solely statistical parameters (92.4%), and the parameters selected by principle component analysis (97.8%). The application of the PRS above is evaluated by considering environmental factors and material types. (C) 2019 The Electrochemical Society.
Indexed BySCI
Language英语
WOS IDWOS:000475956700001
PublisherELECTROCHEMICAL SOC INC
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.imr.ac.cn/handle/321006/80904
Collection中国科学院金属研究所
Recommended Citation
GB/T 7714
Zhang, Zhen,Wu, Xinqiang,Tan, Jibo. Laboratory-Scale Identification of Corrosion Mechanisms by a Pattern Recognition System Based on Electrochemical Noise Measurements[J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY,2019,166(12):C284-C295.
APA Zhang, Zhen,Wu, Xinqiang,&Tan, Jibo.(2019).Laboratory-Scale Identification of Corrosion Mechanisms by a Pattern Recognition System Based on Electrochemical Noise Measurements.JOURNAL OF THE ELECTROCHEMICAL SOCIETY,166(12),C284-C295.
MLA Zhang, Zhen,et al."Laboratory-Scale Identification of Corrosion Mechanisms by a Pattern Recognition System Based on Electrochemical Noise Measurements".JOURNAL OF THE ELECTROCHEMICAL SOCIETY 166.12(2019):C284-C295.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zhang, Zhen]'s Articles
[Wu, Xinqiang]'s Articles
[Tan, Jibo]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zhang, Zhen]'s Articles
[Wu, Xinqiang]'s Articles
[Tan, Jibo]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zhang, Zhen]'s Articles
[Wu, Xinqiang]'s Articles
[Tan, Jibo]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.