Feature Extraction of NWP Data for Wind Power Forecasting Using 3D-Convolutional Neural Networks

Author:

Higashiyama Kazutoshi,Fujimoto Yu,Hayashi Yasuhiro

Publisher

Elsevier BV

Reference26 articles.

1. Global Wind Energy Council. "GWEC Global Wind Report 2016." [Online] Available: http://gwec.net/publications/global-wind-report-2/global-wind-report-2016/

2. "A review of wind power and wind speed forecasting methods with different time horizons.";Soman;North American Power Symposium,2010

3. "A Method for Short-Term Wind Power Prediction with Multiple Observation Points.";Khalid;IEEE Transactions on Power Systems,2012

4. "Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction.";Chen;IEEE Transactions on Power Systems,2014

5. "Long-term wind speed and power forecasting using local recurrent neural network models.";Barbounis;IEEE Transactions on Energy Conversion,2016

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