Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models

Abstract This paper focuses on day-ahead electricity load forecasting for substations of the distribution network in France; therefore, the corresponding problem lies between the instability of a single consumption and the stability of a countrywide total demand. Moreover, this problem requires to f...

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Bibliographic Details
Main Authors: Guillaume Lambert, Bachir Hamrouche, Joseph de Vilmarest
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42488-1