ART-LSTANet: An adaptive intelligent method for wind turbine wake analysis

The analysis of wake effects within wind farms is paramount to elevating power generation efficiency, especially when considering the losses incurred by wake effects. In the present investigation, we introduce an innovative neural network-based model – adaptive reduction three-way long short term at...

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Vydáno v:	Engineering applications of artificial intelligence Ročník 126; s. 106809
Hlavní autoři:	Xu, Li, Zhou, Guanhao, Guo, Zhaoliang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.11.2023
Témata:	Attention mechanism Deep neural network Reduced-order model Series forecasting algorithm Wind turbine wake Attention mechanism Deep neural network Series forecasting algorithm Reduced-order model Wind turbine wake
ISSN:	0952-1976, 1873-6769
On-line přístup:	Získat plný text
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