Transient Stability Assessment Using Deep Transfer Learning

Transient Stability Assessment Using Deep Transfer Learning

This study proposes a deep transfer learning method using a deep convolutional neural network pre-trained with ImageNet for transient stability assessment. The procedure of deep transfer learning, incorporating the role and considerations of the transient stability assessment system, is suggested. T...

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Bibliographic Details
Main Authors: Jongju Kim, Heungseok Lee, Sungshin Kim, Sang-Hwa Chung, June Ho Park
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Transient stability assessment
deep transfer learning
pre-trained deep convolutional neural network
VGG
power system stability
deep learning
Online Access:https://ieeexplore.ieee.org/document/10265245/

Internet

https://ieeexplore.ieee.org/document/10265245/

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