Closed-loop Flow Control Method Based on Deep Reinforcement Learning using a Co-flow Jet

A closed-loop control framework is developed for the co-flow jet (CFJ) airfoil by combining the numerical flow field environment of a CFJ0012 airfoil with a deep reinforcement learning (DRL) module called tensorforce integrated in Python. The DRL agent, which is trained through interacting with the...

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Bibliographic Details
Main Authors: Y. R. Zhao, H. Y. Xu, Z. Y. Xie
Format: Article
Language:English
Published: Isfahan University of Technology 2024-01-01
Series:Journal of Applied Fluid Mechanics
Subjects:
Online Access:https://www.jafmonline.net/article_2388_dcef01bf948c73f7b118b5595f7804f4.pdf