2 papers
cs.LG2025
Ultra-short-term solar power forecasting by deep learning and data reconstruction
Jinbao Wang, Jun Liu, Shiliang Zhang +1
The integration of solar power has been increasing as the green energy transition rolls out. The penetration of solar power challenges the grid stability and energy scheduling, due…
math.OC2025
Fine-tuning for Data-enabled Predictive Control of Noisy Systems by Reinforcement Learning
Jinbao Wang, Shiliang Zhang, Jun Liu +2
Data-enabled predictive control (DeePC) leverages system measurements in characterizing system dynamics for optimal control. The performance of DeePC relies on optimizing its hyper…