A Novel Double-Stacked Autoencoder for Power Transformers DGA Signals With An Imbalanced Data Structure

authors

• Huang, Tingwen

published proceedings

• IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

author list (cited authors)

• Yang, D., Qin, J., Pang, Y., & Huang, T.

citation count

• 32

publication date

• February 2022

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

keywords

• Aging
• Fault Diagnosis
• Feature Extraction
• Imbalanced Data
• Intelligent Fault Diagnosis
• Loss Measurement
• Oil Insulation
• Power Transformer Insulation
• Power Transformers
• Stacked Autoencoder (sae)
• Training

Digital Object Identifier (DOI)

• 10.1109/TIE.2021.3059543

start page

• 1977

end page

• 1987

volume

• 69

issue

• 2

URL

• http://dx.doi.org/10.1109/tie.2021.3059543