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Real-Time Coordination of Dynamic Network Reconfiguration and Volt-VAR Control in Active Distribution Network: A Graph-Aware Deep Reinforcement Learning Approach
期刊论文
IEEE Transactions on Smart Grid,2024, 卷号: 15, 期号: 3, 页码: 3288-3302
作者:
Wang, Ruoheng
;
Bi, Xiaowen
;
Bu, Siqi
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2025/01/14
deep reinforcement learning (DRL)
Dynamic network reconfiguration (DNR)
graph neural network (GNN)
soft actor critic (SAC)
volt-VAR control (VVC)
On the Speed-Varying Range of Electric Vehicles in Time-Windowed Routing Problems with En-Route Partial Re-Charging
期刊论文
IEEE Transactions on Consumer Electronics,2024, 卷号: 70, 期号: 1, 页码: 3650-3657
作者:
Bi, Xiaowen
;
Wang, Ruoheng
;
Jia, Qiang
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2025/01/14
deep reinforcement learning
Electric vehicle
speed-varying range
vehicle routing problem
Two-Timescale Voltage Regulation for Coupled Distribution and Flash-Charging-Enabled Public Transit Systems Using Deep Reinforcement Learning
期刊论文
IEEE Transactions on Transportation Electrification,2024
作者:
Wang,Ruoheng
;
Bi,Xiaowen
;
Bu,Siqi
;
Long,Meng
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  |  
浏览/下载:27/0
  |  
提交时间:2025/01/14
action persistence
flash-charging electric bus
power transportation nexus
soft actor critic (SAC)
soft open point (SOP)
Two-timescale learning
voltage regulation
Real-Time Scheduling of Electric Bus Flash Charging at Intermediate Stops: A Deep Reinforcement Learning Approach
期刊论文
IEEE Transactions on Transportation Electrification,2024, 卷号: 10, 期号: 3, 页码: 6309-6324
作者:
Bi, Xiaowen
;
Wang, Ruoheng
;
Ye, Hongbo
;
Hu, Qian
;
Bu, Siqi
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2025/01/14
Deep reinforcement learning (DRL)
distribution network
electric bus
flash charging scheduling
pantograph chargers