A Hybrid Method Based on Singular Spectrum Analysis, Firefly Algorithm, and BP Neural Network for Short-Term Wind Speed Forecasting

A Hybrid Method Based on Singular Spectrum Analysis, Firefly Algorithm, and BP Neural Network for Short-Term Wind Speed Forecasting

With increasing importance being attached to big data mining, analysis, and forecasting in the field of wind energy, how to select an optimization model to improve the forecasting accuracy of the wind speed time series is not only an extremely challenging problem, but also a problem of concern for e...

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Bibliographic Details
Main Authors: Yuyang Gao, Chao Qu, Kequan Zhang
Format: Article
Language:English
Published: MDPI AG 2016-09-01
Series:Energies
Subjects:
hybrid method
short-term wind speed series forecasting
forecasting accuracy
neural network
artificial intelligence
optimization algorithm
Online Access:http://www.mdpi.com/1996-1073/9/10/757

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http://www.mdpi.com/1996-1073/9/10/757

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