A multi-objective optimization-based ensemble neural network wind speed prediction model

A multi-objective optimization-based ensemble neural network wind speed prediction model

With the depletion of fossil fuels, wind energy, as a renewable resource, is being widely developed worldwide. Wind speed prediction plays a crucial role in the efficient utilization of wind energy. However, most existing short-term wind speed forecasting methods rely solely on historical wind speed...

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Bibliographic Details
Main Authors: Haoyuan Ma, Chang Liu, Ziyuan Qiao, Yuan Liang, Hongqing Wang
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:International Journal of Electrical Power & Energy Systems
Subjects:
Wind speed prediction
Neural network models
XGBoost algorithm
NS-ADPOA algorithm
Ensemble model
Online Access:http://www.sciencedirect.com/science/article/pii/S0142061525003813
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