Analytical framework for household energy management: integrated photovoltaic generation and load forecasting mechanisms

Abstract This research focuses on investigating predictive analytics for renewable energy systems, specifically developing advanced forecasting models for solar photovoltaic (PV) power generation and non-dispatchable load consumption. To address the challenges associated with the intermittent and va...

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Bibliographic Details
Main Authors: Zhenping Xie, Yansha Li
Format: Article
Language:English
Published: SpringerOpen 2025-07-01
Series:Energy Informatics
Subjects:
Online Access:https://doi.org/10.1186/s42162-025-00561-1
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