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A New Machine Learning Models for Solar Radiation Predictions

A New Machine Learning Models for Solar Radiation Predictions

Agbata Benedict Celestine

45,27 €
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Editorial:
Eliva Press
Año de edición:
2026
Materia
Ciencia: cuestiones generales
ISBN:
9789999346498
45,27 €
IVA incluido
Disponible

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Sobre IBD

This book presents methods for predicting daily solar radiation using weather data from Tirana, Albania. It compares simple statistical models with advanced machine learning techniques like Random Forest and XGBoost. Results showed that machine learning models are far more accurate, reducing errors by nearly half. Clear-sky conditions are the most important factor, while humidity and rainfall also influence predictions.

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