1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Generating Synthetic Net Load Data with Physics-informed Diffusion Model
Shaorong Zhang, Yuanbin Cheng, Nanpeng Yu
This paper presents a novel physics-informed diffusion model for generating synthetic net load data, addressing the challenges of data scarcity and privacy concerns. The proposed f…
eess.SY2023★ 1 cited
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models
Yuanbin Cheng, Koji Yamashita, Jim Follum +1
The global deployment of the phasor measurement units (PMUs) enables real-time monitoring of the power system, which has stimulated considerable research into machine learning-base…