Multi-time scale wind speed prediction based on WT-bi-LSTM

The accurate and reliable wind speed prediction can benefit the wind power forecasting and its consumption. As a continuous signal with the high autocorrelation, wind speed is closely related to the past and future moments. Therefore, to fully use the information of two direction, an auto-regression...

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Bibliographic Details
Main Authors: Xiang Jinyong, Qiu Zhifeng, Hao Qihan, Cao Huhui
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:MATEC Web of Conferences
Subjects:
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2020/05/matecconf_cscns2020_05011.pdf