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A New Machine Learning Models for Solar Radiation Predictions: Theory of Machine Learning Models for Solar Radiation Predictions

A New Machine Learning Models for Solar Radiation Predictions: Theory of Machine Learning Models for Solar Radiation Predictions

Paperback

General Science

ISBN10: 9999346499
ISBN13: 9789999346498
Publisher: Eliva Press
Published: Jul 18 2026
Pages: 42
Weight: 0.15
Height: 0.09 Width: 6.00 Depth: 9.00
Language: English
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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General Science