Deep learning combined wind speed forecasting with hybrid time series decomposition and multi-objective parameter optimization

Author:

Lv Sheng-Xiang,Wang LinORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

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

Reference101 articles.

1. A novel hybrid forecasting system of wind speed based on a newly developed multi-objective sine cosine algorithm;Wang;Energy Convers Manage,2018

2. Global wind report 2021. Global Wind Energy Council, 2021. Available from: https://gwec.net/wp-content/uploads/2021/03/GWEC-Global-Wind-Report-2021.pdf.

3. U.S. Energy Information Administration. Available from: https://www.eia.gov/renewable/data.php#wind.

4. A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL;Chen;Energy Convers Manage,2019

5. Selection of time window for wind power ramp prediction based on risk model;Zha;Energy Convers Manage,2016

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