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A dual-level hybrid machine learning model based on RFE-XGBoost and adaptive DBSCAN algorithm for multi-horizon wind energy forecasting

Muhammad Armoghan Khan, Muhammad Asif, Musaed Alhussein, Khursheed Aurangzeb, Shibli Nisar

Engineering Computations 1–32.

https://doi.org/10.1108/EC-04-2025-0361

Published: 03 March 2026

... been done to look for more accurate wind power forecasting models. Based on the literature review, besides types of forecasts (deterministic and probabilistic), four types of forecasting models are often discussed, namely physical model, statistical model, artificial intelligence-based model and hybrid...

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A dual-level hybrid machine learning model based on RFE-XGBoost and adaptive DBSCAN algorithm for multi-horizon wind energy forecasting

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