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

Celestine, Agbata Benedict

ISBN 10: 9999346499 / ISBN 13: 9789999346498

Published by Eliva Press, 2026

About this Item

Seller Inventory # I-9789999346498

Bibliographic Details

• Title: A New Machine Learning Models for Solar Radiation Predictions: Theory of Machine Learning Models for Solar Radiation Predictions
• Publisher: Eliva Press
• Publication Date: 2026
• Language: English
• ISBN 10: 9999346499
• ISBN 13: 9789999346498
• Binding: Soft cover
• Condition: New

About this title

Synopsis

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.