A novel PV power prediction method with TCN-Wpsformer model considering data repair and FCM cluster

Abstract Short-term day-ahead photovoltaic power prediction is of great significance for power system dispatch plan formulation. In this work, to improve the accuracy of photovoltaic power prediction, a TCN-Wpsformer (temporal convolutional network-window probability sparse Transformer) day-ahead ph...

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Bibliografski detalji

Glavni autori:	Tong Yang, Minan Tang, Hanting Li, Hongjie Wang, Chuntao Rao
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2025-04-01
Serija:	Scientific Reports
Teme:	Photovoltaic power prediction Data restoration FCM similar day cluster Temporal convolutional neural network TCN-Wpsformer model Interval forecast
Online pristup:	https://doi.org/10.1038/s41598-025-95843-9
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