Neural network-based inversion algorithms in magnetic flux leakage nondestructive evaluation

Pradeep Ramuhalli; Lalita Udpa; Satish S. Udpa

doi:10.1063/1.1558693

Neural network-based inversion algorithms in magnetic flux leakage nondestructive evaluation

Journal of Applied Physics ◽

10.1063/1.1558693 ◽

2003 ◽

Vol 93 (10) ◽

pp. 8274-8276 ◽

Cited By ~ 46

Author(s):

Pradeep Ramuhalli ◽

Lalita Udpa ◽

Satish S. Udpa

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Nondestructive Evaluation ◽

Magnetic Flux Leakage ◽

Flux Leakage

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A Non-Contact Testing Method for a Switch-mode Power Transformer in an SMPS using Radial Basis Function Neural Network to Analyze Magnetic Flux Leakage Density

2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM) ◽

10.1109/hnicem51456.2020.9400021 ◽

2020 ◽

Author(s):

Analyn Yumang ◽

Glenn Magwili ◽

Daniel Timothy D.A. Coloma ◽

Jay Moore A. Labuac ◽

Jasmine Raxelle S. Reyes

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Radial Basis Function ◽

Basis Function ◽

Power Transformer ◽

Magnetic Flux Leakage ◽

Testing Method ◽

Switch Mode ◽

Radial Basis ◽

Flux Leakage

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Magnetic Flux Leakage Testing Method for Well Casing Based on Gaussian Kernel RBF Neural Network

2008 International Conference on Advanced Computer Theory and Engineering ◽

10.1109/icacte.2008.8 ◽

2008 ◽

Cited By ~ 3

Author(s):

Jinzhong Chen ◽

Lin Li ◽

Binggui Xu

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Rbf Neural Network ◽

Magnetic Flux Leakage ◽

Gaussian Kernel ◽

Testing Method ◽

Flux Leakage ◽

Magnetic Flux Leakage Testing

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The Study on The Application of BP Neural Network Based on Genetic Algorithm Optimization in Magnetic Flux Leakage (MFL) of Rail Top Surface Stripping Defects

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9188778 ◽

2020 ◽

Author(s):

Wendong Gong ◽

Yuliang Lin

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Magnetic Flux ◽

Bp Neural Network ◽

Magnetic Flux Leakage ◽

Algorithm Optimization ◽

Genetic Algorithm Optimization ◽

Flux Leakage

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Quantitative identification of microcracks through magnetic flux leakage testing based on improved back-propagation neural network

Insight - Non-Destructive Testing and Condition Monitoring ◽

10.1784/insi.2019.61.2.90 ◽

2019 ◽

Vol 61 (2) ◽

pp. 90-94

Author(s):

Zhongchao Qiu ◽

Ruilei Zhang ◽

Weimin Zhang ◽

Lixin Li

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Magnetic Flux Leakage ◽

Quantitative Identification ◽

Flux Leakage ◽

Magnetic Flux Leakage Testing

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Signal extraction using complementary ensemble empirical mode in pipeline magnetic flux leakage nondestructive evaluation

Review of Scientific Instruments ◽

10.1063/1.5089475 ◽

2019 ◽

Vol 90 (7) ◽

pp. 075101

Author(s):

Mingjiang Shi ◽

Honghui Zhao ◽

Zhiqiang Huang ◽

Qin Liu

Keyword(s):

Magnetic Flux ◽

Nondestructive Evaluation ◽

Magnetic Flux Leakage ◽

Signal Extraction ◽

Flux Leakage

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Convolution neural network for classification of magnetic flux leakage response segments

2017 6th Data Driven Control and Learning Systems (DDCLS) ◽

10.1109/ddcls.2017.8068061 ◽

2017 ◽

Cited By ~ 1

Author(s):

Fangming Li ◽

Jian Feng ◽

Senxiang Lu ◽

Jinhai Liu ◽

Yu Yao

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Convolution Neural Network ◽

Magnetic Flux Leakage ◽

Flux Leakage

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Discrimination and compensation of abnormal values of magnetic flux leakage in oil pipeline based on BP neural network

2017 29th Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2017.7979150 ◽

2017 ◽

Cited By ~ 1

Author(s):

Lin Jiang ◽

Jinhai Liu ◽

Huaguang Zhang ◽

Mingrui Fu ◽

Li Zheng ◽

...

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Bp Neural Network ◽

Magnetic Flux Leakage ◽

Oil Pipeline ◽

Flux Leakage

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Magnetic Flux Leakage Detection Technology for Well Casing on Neural Network

2008 International Symposium on Intelligent Information Technology Application Workshops ◽

10.1109/iita.workshops.2008.67 ◽

2008 ◽

Author(s):

Jinzhong Chen ◽

Lin Li ◽

Jinan Shi

Keyword(s):

Neural Network ◽

Magnetic Flux ◽

Magnetic Flux Leakage ◽

Leakage Detection ◽

Detection Technology ◽

Flux Leakage

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Signal extraction using ensemble empirical mode decomposition and sparsity in pipeline magnetic flux leakage nondestructive evaluation

Review of Scientific Instruments ◽

10.1063/1.3082021 ◽

2009 ◽

Vol 80 (2) ◽

pp. 025105 ◽

Cited By ~ 19

Author(s):

Liang Chen ◽

Xing Li ◽

Xun-bo Li ◽

Zuo-ying Huang

Keyword(s):

Magnetic Flux ◽

Nondestructive Evaluation ◽

Empirical Mode Decomposition ◽

Ensemble Empirical Mode Decomposition ◽

Magnetic Flux Leakage ◽

Signal Extraction ◽

Mode Decomposition ◽

Flux Leakage

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Magnetic Flux Leakage Image Enhancement using Bidimensional Empirical Mode Decomposition with Wavelet Transform Method in Oil Pipeline Nondestructive Evaluation

Journal of Magnetics ◽

10.4283/jmag.2019.24.3.423 ◽

2019 ◽

Vol 24 (3) ◽

pp. 423-428

Author(s):

Liang Chen ◽

Jingcheng Li ◽

Yakai Zeng ◽

Yongqiang Chen ◽

Wei Liang

Keyword(s):

Wavelet Transform ◽

Magnetic Flux ◽

Nondestructive Evaluation ◽

Image Enhancement ◽

Magnetic Flux Leakage ◽

Transform Method ◽

Oil Pipeline ◽

Mode Decomposition ◽

Bidimensional Empirical Mode Decomposition ◽

Flux Leakage

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