82 citations · 195 across the 6 of their papers we have counts for
4 papers · 1 filter
Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints
Tannan Xiao, Ying Chen, Han Diao +2
Power system optimal dispatch with transient security constraints is commonly represented as Transient Security-Constrained Optimal Power Flow (TSC-OPF). Deep Reinforcement Learnin…
A Dynamic Equivalent Method for PMSG-WTG Based Wind Farms Considering wind Speeds and Fault Severities
Dongsheng Li, Chen Shen, Ye Liu +2
The dynamic security assessment of power systems needs to scan contingencies in a preselected set through time-domain simulations. With more and more inverter-based-generation, suc…
Exploration of Artificial Intelligence-oriented Power System Dynamic Simulators
Tannan Xiao, Ying Chen, Jianquan Wang +3
With the rapid development of artificial intelligence (AI), it is foreseeable that the accuracy and efficiency of dynamic analysis for future power system will be greatly improved…
Risk Assessment of Multi-timescale Cascading Outages based on Markovian Tree Search
Rui Yao, Shaowei Huang, Kai Sun +5
In the risk assessment of cascading outages, the rationality of simulation and efficiency of computation are both of great significance. To overcome the drawback of sampling-based…