Daily Average Wind Power Interval Forecasts Based on an Optimal Adaptive-Network-Based Fuzzy Inference System and Singular Spectrum Analysis

Daily Average Wind Power Interval Forecasts Based on an Optimal Adaptive-Network-Based Fuzzy Inference System and Singular Spectrum Analysis

Wind energy has increasingly played a vital role in mitigating conventional resource shortages. Nevertheless, the stochastic nature of wind poses a great challenge when attempting to find an accurate forecasting model for wind power. Therefore, precise wind power forecasts are of primary importance...

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Bibliographic Details
Main Authors: Zhongrong Zhang, Yiliao Song, Feng Liu, Jinpeng Liu
Format: Article
Language:English
Published: MDPI AG 2016-01-01
Series:Sustainability
Subjects:
average wind power
interval forecasts
optimal subtractive clustering method
ANFIS
SSA
Model comparison
Online Access:http://www.mdpi.com/2071-1050/8/2/125

Internet

http://www.mdpi.com/2071-1050/8/2/125

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