Integration of deep learning and computational fluid dynamics for rapid aerodynamic force prediction of compressor blades

The distribution of flow fields around compressor blades is crucial for the performance and reliability of aircraft engines. To effectively obtain aerodynamic loads, this study combines deep learning with computational fluid dynamics (CFD) to develop an efficient aerodynamic prediction model. Initia...

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Veröffentlicht in:	Physics of fluids (1994) 2024-10, Vol.36 (10)
Hauptverfasser:	Niu, Yan, Zhao, Kainuo, Yang, Yuejuan, Yao, Minghui, Wu, Qiliang, Bai, Bin, Ma, Li
Format:	Artikel
Sprache:	eng
Schlagworte:	Aerodynamic forces Aerodynamic loads Aerodynamics Aircraft engines Aircraft performance Aircraft reliability Compressor blades Computational fluid dynamics Deep learning Fluid dynamics Force distribution Parameterization Prediction models
Online-Zugang:	Volltext
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