Forecasting of Solar Power Using GRU–Temporal Fusion Transformer Model and DILATE Loss Function

Forecasting of Solar Power Using GRU–Temporal Fusion Transformer Model and DILATE Loss Function

Solar power is a clean and sustainable energy source that does not emit greenhouse gases or other atmospheric pollutants. The inherent variability in solar energy due to random fluctuations introduces novel attributes to the power generation and load dynamics of the grid. Consequently, there has bee...

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Bibliographic Details
Main Authors: Fatma Mazen Ali Mazen, Yomna Shaker, Rania Ahmed Abul Seoud
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Energies
Subjects:
PV forecasting
temporal fusion transformer (TFT)
LSTM
GRU
N-BEATS
N-HiTS
Online Access:https://www.mdpi.com/1996-1073/16/24/8105

Internet

https://www.mdpi.com/1996-1073/16/24/8105

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