Research on CNN-LSTM DC power system fault diagnosis and differential protection strategy based on reinforcement learning

Research on CNN-LSTM DC power system fault diagnosis and differential protection strategy based on reinforcement learning

Introduction: With the development of artificial intelligence technology, more and more fields are applying deep learning and reinforcement learning techniques to solve practical problems. In the power system, both the direct current (DC) power system and the power grid substation are important comp...

Full description

Bibliographic Details
Main Authors: Yun Yang, Feng Tu, Shixuan Huang, Yuehai Tu, Ti Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Energy Research
Subjects:
CNN
LSTM
reinforcement learning
DC power system
fault diagnosis
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1258549/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1258549/full

Similar Items