Hybrid modeling approach for precise estimation of energy production and consumption based on temperature variations

Hybrid modeling approach for precise estimation of energy production and consumption based on temperature variations

Abstract This study introduces an advanced mathematical methodology for predicting energy generation and consumption based on temperature variations in regions with diverse climatic conditions and increasing energy demands. Using a comprehensive dataset of monthly energy production, consumption, and...

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Main Authors: Wulfran Fendzi Mbasso, Reagan Jean Jacques Molu, Ambe Harrison, Mukesh Pushkarna, Fritz Nguemo Kemdoum, Emmanuel Fendzi Donfack, Pradeep Jangir, Pierre Tiako, Milkias Berhanu Tuka
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Energy modeling
Temperature impact
Hybrid models
Polynomial regression
Sinusoidal functions
Energy consumption
Online Access:https://doi.org/10.1038/s41598-024-75244-0
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https://doi.org/10.1038/s41598-024-75244-0

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