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

Rajat S. Zade; Prof. Sagar Kudkelwar;

doi:10.31142/ijtsrd16975

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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Analytical Incremental Learning for Power Transformer Incipient Fault Diagnosis Based on Dissolved Gas Analysis

2019 5th International Conference on Science and Technology (ICST) ◽

10.1109/icst47872.2019.9166441 ◽

2019 ◽

Author(s):

Noper Ardi ◽

Noor Akhmad Setiawan ◽

Teguh Bharata Adji

Keyword(s):

Fault Diagnosis ◽

Incremental Learning ◽

Power Transformer ◽

Gas Analysis ◽

Dissolved Gas ◽

Dissolved Gas Analysis ◽

Incipient Fault ◽

Incipient Fault Diagnosis

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Extension neural network for power transformer incipient fault diagnosis

IEE Proceedings - Generation Transmission and Distribution ◽

10.1049/ip-gtd:20030901 ◽

2003 ◽

Vol 150 (6) ◽

pp. 679 ◽

Cited By ~ 41

Author(s):

M.-H. Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Power Transformer ◽

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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Artificial Neural Network Application in Estimation of Dissolved Gases in Insulating Mineral Oil from Physical-Chemical Datas for Incipient Fault Diagnosis

2009 15th International Conference on Intelligent System Applications to Power Systems ◽

10.1109/isap.2009.5352919 ◽

2009 ◽

Cited By ~ 2

Author(s):

Fabio R. Barbosa ◽

Otacilio M. Almeida ◽

Arthur P. S. Braga ◽

Cicero M. Tavares ◽

Marcio A. B. Amora ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Fault Diagnosis ◽

Mineral Oil ◽

Dissolved Gases ◽

Physical Chemical ◽

Network Application ◽

Incipient Fault ◽

Artificial Neural ◽

Incipient Fault Diagnosis

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Support vector ensemble for incipient fault diagnosis in nuclear plant components

Nuclear Engineering and Technology ◽

10.1016/j.net.2018.07.013 ◽

2018 ◽

Vol 50 (8) ◽

pp. 1306-1313 ◽

Cited By ~ 10

Author(s):

Abiodun Ayodeji ◽

Yong-kuo Liu

Keyword(s):

Fault Diagnosis ◽

Nuclear Plant ◽

Support Vector ◽

Incipient Fault ◽

Incipient Fault Diagnosis ◽

Plant Components

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