Short-Term Electrical Load Forecasting Through Optimally Configured Long Short-Term Memory

Short-Term Electrical Load Forecasting Through Optimally Configured Long Short-Term Memory

Short-term electrical load forecasting plays a pivotal role in modern energy systems, addressing the need for accurate predictions of electricity demand within a time frame ranging from a few hours to a few days. Inaccurate predictions can lead not only to operational challenges but also to economi...

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Bibliographic Details
Main Authors: Somasundaram Vasudevan, Kandasamy Jothinathan
Format: Article
Language:English
Published: OICC Press 2024-12-01
Series:Majlesi Journal of Electrical Engineering
Subjects:
Short Term Load Forecasting
Long short-term memory
Cauchy-distributed harris hawks optimization
Hyperparameters tuning
Uncertainties in weather forecast
Power system managemen
Online Access:https://oiccpress.com/mjee/article/view/7992
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