Kullback–Leibler divergence for incipient fault diagnosis

Signal Processing for Fault Detection and Diagnosis in Electric Machines and Systems ◽

10.1049/pbpo153e_ch3 ◽

2020 ◽

pp. 87-118

Author(s):

Claude Delpha ◽

Demba Diallo

Keyword(s):

Fault Diagnosis ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Incipient Fault Diagnosis of Sucker Rod Pumping System Using Kullback Leibler Divergence Based Improved Kernel Principal Component Analysis

2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) ◽

10.1109/safeprocess45799.2019.9213343 ◽

2019 ◽

Author(s):

Peipei Cai ◽

Xiaogang Deng ◽

Yuping Cao

Keyword(s):

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Pumping System ◽

Leibler Divergence ◽

Sucker Rod ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Online incipient fault diagnosis based on Kullback-Leibler divergence and recursive principle component analysis

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.22962 ◽

2017 ◽

Vol 96 (2) ◽

pp. 426-433 ◽

Cited By ~ 10

Author(s):

Yi Chai ◽

Songbing Tao ◽

Wanbiao Mao ◽

Ke Zhang ◽

Zhiqin Zhu

Keyword(s):

Fault Diagnosis ◽

Principle Component Analysis ◽

Component Analysis ◽

Principle Component ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Online incipient fault diagnosis based on Kullback-Leibler divergence and recursive principle component analysis

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.23137 ◽

2018 ◽

Vol 96 (5) ◽

pp. 1236-1236

Author(s):

Yi Chai ◽

Songbing Tao ◽

Wanbiao Mao ◽

Ke Zhang ◽

Zhiqin Zhu

Keyword(s):

Fault Diagnosis ◽

Principle Component Analysis ◽

Component Analysis ◽

Principle Component ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Function analysis based rule extraction from artificial neural networks for transformer incipient fault diagnosis

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2012.06.042 ◽

2012 ◽

Vol 43 (1) ◽

pp. 1196-1203 ◽

Cited By ~ 43

Author(s):

Deepika Bhalla ◽

Raj Kumar Bansal ◽

Hari Om Gupta

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Fault Diagnosis ◽

Function Analysis ◽

Rule Extraction ◽

Incipient Fault ◽

Artificial Neural ◽

Incipient Fault Diagnosis

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An Incipient Fault diagnosis Methodology Using Local Mahalanobis Distance: Detection process based on Empirical Probability Density Estimation

Signal Processing ◽

10.1016/j.sigpro.2021.108308 ◽

2021 ◽

pp. 108308

Author(s):

Junjie Yang ◽

Claude Delpha

Keyword(s):

Fault Diagnosis ◽

Probability Density ◽

Density Estimation ◽

Mahalanobis Distance ◽

Probability Density Estimation ◽

Detection Process ◽

Empirical Probability ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Incipient fault diagnosis in power transformers by data-driven models with over-sampled dataset

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107519 ◽

2021 ◽

Vol 201 ◽

pp. 107519

Author(s):

Sofia Moreira de Andrade Lopes ◽

Rogério Andrade Flauzino ◽

Ruy Alberto Corrêa Altafim

Keyword(s):

Fault Diagnosis ◽

Data Driven ◽

Power Transformers ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Incipient Fault Diagnosis for the Fastening Bolt Loosening of Limit Switch Based on Wavelet Transform and Support Vector Machine

Journal of Failure Analysis and Prevention ◽

10.1007/s11668-021-01227-2 ◽

2021 ◽

Author(s):

Ling Wang ◽

Jianqiu Gao ◽

Jing Pan ◽

Yanfeng Gao ◽

Binrui Wang

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Support Vector ◽

Incipient Fault ◽

Bolt Loosening ◽

Incipient Fault Diagnosis ◽

Limit Switch

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Incipient fault diagnosis of limit switch based on a ARMA model

Measurement ◽

10.1016/j.measurement.2018.11.080 ◽

2019 ◽

Vol 135 ◽

pp. 473-480 ◽

Cited By ~ 6

Author(s):

Ling Wang ◽

Jin Pan ◽

Yanfeng Gao ◽

Bingrui Wang ◽

Kaixing Hong ◽

...

Keyword(s):

Fault Diagnosis ◽

Arma Model ◽

Incipient Fault ◽

Incipient Fault Diagnosis ◽

Limit Switch

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An incipient fault diagnosis method for axial piston pump based on the Teager energy operator

CSAA/IET International Conference on Aircraft Utility Systems (AUS 2018) ◽

10.1049/cp.2018.0300 ◽

2018 ◽

Author(s):

Qiang Gao ◽

Jiawei Xiang ◽

Hesheng Tang

Keyword(s):

Fault Diagnosis ◽

Energy Operator ◽

Piston Pump ◽

Axial Piston Pump ◽

Teager Energy Operator ◽

Diagnosis Method ◽

Incipient Fault ◽

Teager Energy ◽

Axial Piston ◽

Incipient Fault Diagnosis

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Comparative Study of DGA Methods for the Incipient Fault Diagnosis in Power Transformer Using ANN Approach

International Journal of Trend in Scientific Research and Development ◽

10.31142/ijtsrd16975 ◽

2018 ◽

Vol Volume-2 (Issue-5) ◽

pp. 1179-1184

Author(s):

Rajat S. Zade ◽

Prof. Sagar Kudkelwar ◽

Keyword(s):

Fault Diagnosis ◽

Comparative Study ◽

Power Transformer ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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