Short-Term Nacelle Orientation Forecasting Using Bilinear Transformation and ICEEMDAN Framework

To maximize energy extraction, the nacelle of a wind turbine follows the wind direction. Accurate prediction of wind direction is vital for yaw control. A tandem hybrid approach to improve the prediction accuracy of the wind direction data is developed. The proposed approach in this paper includes t...

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Bibliografske podrobnosti

Principais autores:	Huajin Li, Jiahao Deng, Peng Feng, Chuanhao Pu, Dimuthu D. K. Arachchige, Qian Cheng
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2021-10-01
Serija:	Frontiers in Energy Research
Teme:	wind direction bilinear transformation ICEEMDAN LSTM-RNN error correction
Online dostop:	https://www.frontiersin.org/articles/10.3389/fenrg.2021.780928/full
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