A wind speed interval prediction system based on multi-objective optimization for machine learning method

Author:

Li RanranORCID,Jin Yu

Funder

National Natural Science Foundation of China

National Social Science Foundation of China

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference35 articles.

1. Short-term wind speed forecasting by spectral analysis from long-term observations with missing values;Akçay;Appl Energy,2017

2. Two combined forecasting models based on singular spectrum analysis and intelligent optimized algorithm for short-term wind speed;Jiang;Neural Comput Appl,2016

3. Wind speed forecasting for wind farms: a method based on support vector regression;Santamaría-Bonfil;Renew Energy,2016

4. Current status of wind energy forecasting and a hybrid method for hourly predictions;Okumus;Energy Convers Manage,2016

5. A comparative study of empirical mode decomposition-based short-term wind speed forecasting methods;Ye;IEEE Trans Sustain Energy,2014

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