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

• المؤلفون الرئيسيون: Wang, Tianjing, Tang, Yong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Electrical and electronic engineering; Deep Reinforcement Learning; Differential Power Grids
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169612
• المؤسسة: 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...