Výsledky vyhledávání - "Jiajiong Song"

Akademický článek

MTTLA‐DLW: Multi‐task TCN‐Bi‐LSTM transfer learning approach with dynamic loss weights based on feature correlations of the training samples for short‐term wind power prediction

Autor: Jifeng Song, Xiaosheng Peng, Jiajiong Song, Zimin Yang, Bo Wang, Jianfeng Che

Publikováno v: Wind Energy, Vol 27, Iss 7, Pp 733-744 (2024)

Abstract Wind power prediction for newly built wind farms is usually faced with the problem of no sufficient historical data. To efficiently extract the useful features from related wind farms, a novel transfer learning method based on temporal convo

Externí odkaz: https://doaj.org/article/9368344074134bc29ce5d6e7f2d8e744

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Akademický článek

Short‐Term Offshore Wind Power Prediction Based on Significant Weather Process Classification and Multitask Learning Considering Neighboring Powers.

Autor: Yang, Zimin, Peng, Xiaosheng, Zhang, Xiaobin, Song, Jiajiong, Wang, Bo, Liu, Chun

Publikováno v: Wind Energy; Oct2024, Vol. 27 Issue 10, p1011-1023, 13p

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Akademický článek

MTTLA‐DLW: Multi‐task TCN‐Bi‐LSTM transfer learning approach with dynamic loss weights based on feature correlations of the training samples for short‐term wind power prediction.

Autor: Song, Jifeng, Peng, Xiaosheng, Song, Jiajiong, Yang, Zimin, Wang, Bo, Che, Jianfeng

Publikováno v: Wind Energy; Jul2024, Vol. 27 Issue 7, p733-744, 12p

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