Incipient Fault Diagnosis in Power Transformers by DGA using a Machine Learning ANN - Mean Shift Approach

2019 ◽  
Author(s):  
Alex R. E. Soto ◽  
Shigeaki L. Lima ◽  
Osvaldo R. Saavedra
Keyword(s):  
Machine Learning ◽  
Fault Diagnosis ◽  
Mean Shift ◽  
Power Transformers ◽  
Incipient Fault ◽  
Incipient Fault Diagnosis

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

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

scholarly journals Application of Parzen Window estimation for incipient fault diagnosis in power transformers

High Voltage ◽  
2018 ◽  
Vol 3 (4) ◽  
pp. 303-309 ◽  
Author(s):  
Md Mominul Islam ◽  
Gareth Lee ◽  
Sujeewa Nilendra Hettiwatte
Keyword(s):  
Fault Diagnosis ◽  
Power Transformers ◽  
Parzen Window ◽  
Incipient Fault ◽  
Incipient Fault Diagnosis
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