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cs.LG2025
On-Device Training of PV Power Forecasting Models in a Smart Meter for Grid Edge Intelligence
Jian Huang, Yongli Zhu, Linna Xu +3
In this paper, an edge-side model training study is conducted on a resource-limited smart meter. The motivation of grid-edge intelligence and the concept of on-device training are…
eess.SY2025
Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation
Linna Xu, Yongli Zhu
This paper presents a modified model predictive control (MPC) framework for real-time power system operation. The framework incorporates a diffusion model tailored for time series…