Author

Jia-Xi Li

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Open access Sep 2026

Collaborative short-term load forecasting with large and lightweight models under abrupt meteorological change scenarios

Dynamic meteorological fluctuations are a major source of forecasting bias and robustness degradation in short-term power load forecasting. In periods with frequent weather variability, abrupt temperature rises or drops can trigger local load mutations that are difficult for conventional models to capture accurately. T...

Jia-Xi Li, Jin-Jun Linghu, Peng Wei et al. · Frontiers in Energy Research · 0 citations

Conference Jul 2026

Research on Abnormal Line Loss Diagnosis and Loss Reduction Optimization in Distribution Transformer Areas under the Background of New Power Systems

Accurate line-loss diagnosis and loss-reduction control are essential for low-voltage distribution transformer areas under high penetration of distributed energy resources (DERs). With electric vehicles (EVs), rooftop photovoltaic (PV) generation, and energy storage systems (ESS) connected at the customer side, traditi...

Cheng-Ming Liu, Jia-Xi Li, Ming Wen et al. · 2026 5th International Confe... · 0 citations