Research on power system fault prediction based on GA-CNN-BiGRU

Research on power system fault prediction based on GA-CNN-BiGRU

Introduction: This paper proposes a power system fault prediction method that utilizes a GA-CNN-BiGRU model. The model combines a genetic algorithm (GA), a convolutional neural network (CNN), and a bi-directional gated recurrent unit network Bidirectional Gated Recurrent Unit to accurately predict a...

Full description

Bibliographic Details
Main Authors: Daohua Zhang, Xinxin Jin, Piao Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Energy Research
Subjects:
GA
CNN
BiGRU
power system
fault prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1245495/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1245495/full

Similar Items