CPTCFS: CausalPatchTST incorporated causal feature selection model for short-term wind power forecasting of newly built wind farms

Wind energy is increasingly vital globally, requiring precise output forecasting for stable, efficient power systems. However, this becomes particularly challenging for newly built wind farms that lack historical data. Statistical models are unsuitable in this context due to their reliance on histor...

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Principais autores:	Hang Zhao, Peidong Xu, Tianlu Gao, Jun Jason Zhang, Jian Xu, David Wenzhong Gao
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2024-09-01
Serija:	International Journal of Electrical Power & Energy Systems
Teme:	Newly built wind farms Wind power forecasting Causal inference Causal feature selection Transformer
Online dostop:	http://www.sciencedirect.com/science/article/pii/S0142061524002801
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