Multi-Frequency Eddy Current Testing of Copper Based Magnetic Alloys Using the Principal Component Analysis

Izvestiya of Altai State University ◽

10.14258/izvasu(2019)1-02 ◽

2019 ◽

Author(s):

А.В. Егоров ◽

◽

В.В. Поляков ◽

Я.И. Борцова ◽

С.В. Кучерявский ◽

...

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Eddy Current Testing ◽

Magnetic Alloys ◽

Current Testing

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Application of Principal Component Analysis for Eddy Current Testing of Metal Materials with Applied Dielectric Layers

Izvestiya of Altai State University ◽

10.14258/izvasu(2017)4-05 ◽

2017 ◽

Vol 4 ◽

Author(s):

A.V. Egorov ◽

◽

V.V. Polyakov ◽

J.I. Gracheva ◽

S.V. Kucheryavskiy ◽

...

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Eddy Current Testing ◽

Current Testing ◽

Dielectric Layers ◽

Metal Materials

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The application of principal-component analysis during eddy-current testing of aluminum alloys

Russian Journal of Nondestructive Testing ◽

10.1134/s1061830915100034 ◽

2015 ◽

Vol 51 (10) ◽

pp. 633-638 ◽

Author(s):

A. V. Egorov ◽

V. V. Polyakov

Keyword(s):

Principal Component Analysis ◽

Aluminum Alloys ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Eddy Current Testing ◽

Current Testing

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Decoupling the Influence of Wall Thinning and Cladding Thickness Variations in Pulsed Eddy Current using Principal Component Analysis

IEEE Sensors Journal ◽

10.1109/jsen.2021.3100648 ◽

2021 ◽

pp. 1-1

Author(s):

Faris Nafiah ◽

Mohammad O. Tokhi ◽

Gholamhossein Shirkoohi ◽

Fang Duan ◽

Zhanfang Zhao ◽

...

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Pulsed Eddy Current ◽

Wall Thinning ◽

Thickness Variations

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A comparative study of principal component analysis and independent component analysis in eddy current pulsed thermography data processing

Review of Scientific Instruments ◽

10.1063/1.4823521 ◽

2013 ◽

Vol 84 (10) ◽

pp. 104901 ◽

Author(s):

Libing Bai ◽

Bin Gao ◽

Shulin Tian ◽

Yuhua Cheng ◽

Yifan Chen ◽

...

Keyword(s):

Principal Component Analysis ◽

Independent Component Analysis ◽

Comparative Study ◽

Data Processing ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Independent Component ◽

Pulsed Thermography

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Feature engineering of time-domain signals based on principal component analysis for rebar corrosion assessment using pulse eddy current

IEEE Sensors Journal ◽

10.1109/jsen.2021.3103545 ◽

2021 ◽

pp. 1-1

Author(s):

Durgesh Tamhane ◽

Jinit Patil ◽

Sauvik Banerjee ◽

Siddharth Tallur

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Time Domain ◽

Principal Component ◽

Component Analysis ◽

Feature Engineering ◽

Corrosion Assessment ◽

Rebar Corrosion

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Principal Component Analysis of Pulsed Eddy Current Response From Corrosion in Mild Steel

IEEE Sensors Journal ◽

10.1109/jsen.2012.2195308 ◽

2012 ◽

Vol 12 (8) ◽

pp. 2548-2553 ◽

Author(s):

Mohammed Alamin ◽

Gui Yun Tian ◽

Adrian Andrews ◽

Paul Jackson

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Current Response ◽

Pulsed Eddy Current ◽

Eddy Current Response

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Research on edge identification of a defect using pulsed eddy current based on principal component analysis

NDT & E International ◽

10.1016/j.ndteint.2006.12.005 ◽

2007 ◽

Vol 40 (4) ◽

pp. 294-299 ◽

Author(s):

Yang BinFeng ◽

Luo FeiLu ◽

Han Dan

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Pulsed Eddy Current

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Eddy Current Scanning Image Denoising Method Based on Principal Component Analysis and Manifold Learning

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2019.8908989 ◽

2019 ◽

Author(s):

Jun Bao ◽

Bo Ye ◽

Weiquan Deng ◽

Jiande Wu ◽

Xiaodong Wang

Keyword(s):

Principal Component Analysis ◽

Image Denoising ◽

Manifold Learning ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Denoising Method

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A feature extraction technique based on principal component analysis for pulsed Eddy current NDT

NDT & E International ◽

10.1016/s0963-8695(02)00069-5 ◽

2003 ◽

Vol 36 (1) ◽

pp. 37-41 ◽

Author(s):

Ali Sophian ◽

Gui Yun Tian ◽

David Taylor ◽

John Rudlin

Keyword(s):

Principal Component Analysis ◽

Feature Extraction ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Extraction Technique ◽

Pulsed Eddy Current ◽

Feature Extraction Technique

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Pulsed eddy current detection of cracks in F/A-18 inner wing spar without wing skin removal using Modified Principal Component Analysis

NDT & E International ◽

10.1016/j.ndteint.2013.01.004 ◽

2013 ◽

Vol 55 ◽

pp. 21-27 ◽

Author(s):

P. Horan ◽

P.R. Underhill ◽

T.W. Krause

Keyword(s):

Principal Component Analysis ◽

Eddy Current ◽

Principal Component ◽

Component Analysis ◽

Pulsed Eddy Current ◽

Skin Removal ◽

Wing Skin ◽

Wing Spar ◽

Current Detection

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