Incorporated flexible load forecasting based on non-intrusive load monitoring: a TCN-based meta learning approach

Accurate forecasting of residential flexible load is imperative for effective demand-side management, ensuring efficient energy utilisation and power supply-demand stability. Conventional methods encounter challenges due to the uncertainty and volatility of residential flexible resources.This study...

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Bibliographic Details
Main Authors: Yun Zhang, Quanyan Shu, Feng Ding, Feng Liu, Shuiming Jiang, Wenlong Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2025.1519053/full
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