82 citations · 83 across the 6 of their papers we have counts for
6 papers
A Data-driven Dynamic Temporal Correlation Modeling Framework for Renewable Energy Scenario Generation
Xiaochong Dong, Yilin Liu, Xuemin Zhang +1
Renewable energy power is influenced by the atmospheric system, which exhibits nonlinear and time-varying features. To address this, a dynamic temporal correlation modeling framewo…
STDHL: Spatio-Temporal Dynamic Hypergraph Learning for Wind Power Forecasting
Xiaochong Dong, Xuemin Zhang, Ming Yang +1
Leveraging spatio-temporal correlations among wind farms can significantly enhance the accuracy of ultra-short-term wind power forecasting. However, the complex and dynamic nature…
Quantifying Climate Change Impacts on Renewable Energy Generation: A Super-Resolution Recurrent Diffusion Model
Xiaochong Dong, Jun Dan, Yingyun Sun +3
Driven by global climate change and the ongoing energy transition, the coupling between power supply capabilities and meteorological factors has become increasingly significant. Ov…
Mitigating Blackout Risk via Maintenance : Inference from Simulation Data
Jinpeng Guo, Feng Liu, Xuemin Zhang +2
Whereas maintenance has been recognized as an important and effective means for risk management in power systems, it turns out to be intractable if cascading blackout risk is consi…
Robust Coordinated Transmission and Generation Expansion Planning Considering Ramping Requirements and Construction Periods
Jia Li, Zuyi Li, Feng Liu +4
Two critical issues have arisen in transmission expansion planning with the rapid growth of wind power generation. First, severe power ramping events in daily operation due to the…
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…