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Research outside affiliated...
3
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BI Xiaowen
4
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Journal article
4
Date Issued
2024
4
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英语English
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SCIE
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soft actor critic (SAC)
2
Deep reinforcement learning...
1
Dynamic network reconfigura...
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Electric vehicle
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Two-timescale learning
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action persistence
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IEEE Transactions on Transp...
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IEEE Transactions on Consum...
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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
Journal article
IEEE Transactions on Smart Grid,2024, volume: 15, issue: 3, pages: 3288-3302
Authors:
Wang, Ruoheng
;
Bi, Xiaowen
;
Bu, Siqi
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View/Download:4/0
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Submit date: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
Journal article
IEEE Transactions on Consumer Electronics,2024, volume: 70, issue: 1, pages: 3650-3657
Authors:
Bi, Xiaowen
;
Wang, Ruoheng
;
Jia, Qiang
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View/Download:4/0
  |  
Submit date: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
Journal article
IEEE Transactions on Transportation Electrification,2024
Authors:
Wang,Ruoheng
;
Bi,Xiaowen
;
Bu,Siqi
;
Long,Meng
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View/Download:0/0
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Submit date: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
Journal article
IEEE Transactions on Transportation Electrification,2024, volume: 10, issue: 3, pages: 6309-6324
Authors:
Bi, Xiaowen
;
Wang, Ruoheng
;
Ye, Hongbo
;
Hu, Qian
;
Bu, Siqi
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View/Download:3/0
  |  
Submit date:2025/01/14
Deep reinforcement learning (DRL)
distribution network
electric bus
flash charging scheduling
pantograph chargers