Automatic voltage control of differential power grids based on transfer learning and deep reinforcement learning

• Main Authors: Wang, Tianjing, Tang, Yong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Deep Reinforcement Learning; Differential Power Grids
• Online Access: https://hdl.handle.net/10356/169612
• Institution: Nanyang Technological University

In terms of model-free voltage control methods, when the device or topology of the system changes, the model's accuracy often decreases, so an adaptive model is needed to coordinate the changes of input. To overcome the defects of a model-free control method, this paper proposes an automatic vo...