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Study on Optimization Design of Airfoil Transonic Buffet with Reinforcement Learning Method

Transonic buffet is a phenomenon of large self-excited shock oscillations caused by shock wave-boundary layer interaction, which is one of the common flow instability problems in aeronautical engineering. This phenomenon involves unsteady flow, which makes optimal design more difficult. In this pape...

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Principais autores: Hao Chen, Chuanqiang Gao, Jifei Wu, Kai Ren, Weiwei Zhang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-05-01
Serier:Aerospace
Fag:
transonic buffet
reinforcement learning
airfoil optimization design
computational fluid dynamics
deep deterministic policy gradient algorithm
Online adgang:https://www.mdpi.com/2226-4310/10/5/486
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