156 citations · 245 across the 19 of their papers we have counts for
7 papers · 1 filter
Safe Reinforcement Learning for Power System Control: A Review
Peipei Yu, Zhenyi Wang, Hongcai Zhang +1
The large-scale integration of intermittent renewable energy resources introduces increased uncertainty and volatility to the supply side of power systems, thereby complicating sys…
Optimal Planning for Electrical Collector System of Offshore Wind Farm with Double-sided Ring Topology
Xinwei Shen, Qiuwei Wu, Hongcai Zhang +1
We propose a planning method for offshore wind farm electrical collector system (OWF-ECS) with double-sided ring topology meeting the "N-1" criterion on cable faults, in which the…
District Cooling System Control for Providing Operating Reserve based on Safe Deep Reinforcement Learning
Peipei Yu, Hongxun Hui, Hongcai Zhang +2
Heating, ventilation, and air conditioning (HVAC) systems are well proved to be capable to provide operating reserve for power systems. As a type of large-capacity and energy-effic…
Scheduling HVAC loads to promote renewable generation integration with a learning-based joint chance-constrained approach
Ge Chen, Hongcai Zhang, Hongxun Hui +1
The integration of distributed renewable generation (DRG) in distribution networks can be effectively promoted by scheduling flexible resources such as heating, ventilation, and ai…
Data-Driven Dispatchable Regions with Potentially Active Boundaries for Renewable Power Generation: Concept and Construction
Yanqi Liu, Zhigang Li, Wei Wei +2
The dispatchable region of volatile renewable power generation (RPG) quantifies how much uncertainty the power system can handle at a given operating point. State-of-the-art dispat…
Plug-in Electric Vehicle Charging Congestion Analysis Using Taxi Travel Data in the Central Area of Beijing
Huimiao Chen, Hongcai Zhang, Zechun Hu +3
Recharging a plug-in electric vehicle is more time-consuming than refueling an internal combustion engine vehicle. As a result, charging stations may face serious congestion proble…
Coordinated Charging and Discharging Strategies for Plug-in Electric Bus Fast Charging Station with Energy Storage System
Huimiao Chen, Zechun Hu, Hongcai Zhang +1
Plug-in electric bus (PEB) is an environmentally friendly mode of public transportation and plug-in electric bus fast charging stations (PEBFCSs) play an essential role in the oper…