Time Reversal vs. Integration of Time Reversal with Convolution Neural Network in Diagnosing Partial Discharge in Power Transformer
Partial discharge (PD) is a common issue in power transformers that can lead to catastrophic failures if left undetected. Time reversal (TR) is a well-known technique in signal processing that can reconstruct signals by reversing the direction of time. The paper investigates the use of time reversal...
Main Authors: | Permit Mathuhu Sekatane, Pitshou Bokoro |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-12-01
|
Series: | Energies |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1073/16/23/7872 |
Similar Items
-
Partial Discharge Localization through k-NN and SVM
by: Permit Mathuhu Sekatane, et al.
Published: (2023-11-01) -
Partial Discharge Localization Using Time Reversal: Application to Power Transformers
by: Hamidreza Karami, et al.
Published: (2020-03-01) -
Convolutional Neural-Network-Based Reverse-Time Migration with Multiple Reflections
by: Shang Huang, et al.
Published: (2023-04-01) -
Partial Reversal Acyclicity
by: Radeva, Tsvetomira, et al.
Published: (2011) -
Time Reversal Acoustic Communication Using Filtered Multitone Modulation
by: Lin Sun, et al.
Published: (2015-09-01)