Yue Sun

Privacy Protection Strategy Based on Federated Learning for Smart Park Multi Energy Fusion System

2021

In order to realize the promotion of clean energy, the energy Internet which supports the efficient energy utilization has been widely concerned. While, the smart Park energy system to realize the highly coupling of energy, …

Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model

2024 · arXiv (Cornell University)

Uncertainty is critical to reliable decision-making with machine learning. Conformal prediction (CP) handles uncertainty by predicting a set on a test input, hoping the set to cover the true label with at least $(1-α)$ confidence. …

Development of Smart Operation and Maintenance Platform for Distributed Large-scale Battery Energy Storage Stations Based on Cloud Edge Collaboration

2024

With the continuous growth of the installed capacity of battery storage power stations and the expansion of single station scale, the operation and maintenance level has become the key to reducing costs, increasing efficiency, and …