Adaptive electricity consumption forecasting approach for universal environments

Abstract The development of an accurate electricity consumption forecast model is crucial for stable operation and intelligent management of power systems. Traditional methods often overlook user heterogeneity and lack measures to address concept drift caused by distribution changes in electricity d...

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Bibliographic Details
Main Authors: Shiqi Zhou, Saisai Ni, Yifeng Han, Zhekang Dong, Chun Sing Lai
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-10147-2
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