Flexible Transmission Network Expansion Planning Based on DQN Algorithm

Flexible Transmission Network Expansion Planning Based on DQN Algorithm

Compared with static transmission network expansion planning (TNEP), multi-stage TNEP is more in line with the actual situation, but the modeling is also more complicated. This paper proposes a new multi-stage TNEP method based on the deep <i>Q</i>-network (DQN) algorithm, which can solv...

Full description

Bibliographic Details
Main Authors: Yuhong Wang, Lei Chen, Hong Zhou, Xu Zhou, Zongsheng Zheng, Qi Zeng, Li Jiang, Liang Lu
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
flexible transmission network expansion planning
deep Q-network
prioritized experience replay strategy
construction sequence
Online Access:https://www.mdpi.com/1996-1073/14/7/1944

Internet

https://www.mdpi.com/1996-1073/14/7/1944

Similar Items