2 papers
cs.LG2025
ScenGAN: Attention-Intensive Generative Model for Uncertainty-Aware Renewable Scenario Forecasting
Yifei Wu, Bo Wang, Jingshi Cui +2
To address the intermittency of renewable energy source (RES) generation, scenario forecasting offers a series of stochastic realizations for predictive objects with superior flexi…
math.OC2025
Joint Planning and Operations of Wind Power under Decision-dependent Uncertainty
Zhiqiang Chen, Caihua Chen, Jingshi Cui +2
We study a joint wind farm planning and operational scheduling problem under decision-dependent uncertainty. The objective is to determine the optimal number of wind turbines at ea…