most citedDiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model

5 citations · 5 across the 2 of their papers we have counts for

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cs.LG2024

Task-oriented Time Series Imputation Evaluation via Generalized Representers

Zhixian Wang, Linxiao Yang, Liang Sun +2

Time series analysis is widely used in many fields such as power energy, economics, and transportation, including different tasks such as forecasting, anomaly detection, classifica…

cs.LG2023★ 5 cited

DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model

Zhixian Wang, Qingsong Wen, Chaoli Zhang +2

Electrical load forecasting plays a crucial role in decision-making for power systems, including unit commitment and economic dispatch. The integration of renewable energy sources…