A data decomposition and attention mechanism-based hybrid approach for electricity load forecasting

Abstract An accurate and reliable prediction of future energy patterns is of utmost significance for the smooth operation of several related activities such as capacity or generation unit planning, transmission network optimization, better resources availability, and many more. With the availability...

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Bibliographic Details

Published in:	Complex & Intelligent Systems
Main Authors:	Hadi Oqaibi, Jatin Bedi
Format:	Article
Language:	English
Published:	Springer 2024-03-01
Subjects:	Attention mechanism Energy demand estimation Forecasting Long short-term memory Gated recurrent unit
Online Access:	https://doi.org/10.1007/s40747-024-01380-9