A Physics- and Data-Driven Study on the Ground Effect on the Propulsive Performance of Tandem Flapping Wings

A Physics- and Data-Driven Study on the Ground Effect on the Propulsive Performance of Tandem Flapping Wings

In this paper, we present a physics- and data-driven study on the ground effect on the propulsive performance of tandem flapping wings. With numerical simulations, the impact of the ground effect on the aerodynamic force, energy consumption, and efficiency is analyzed, revealing a unique coupling ef...

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Bibliographic Details
Main Authors: Ningyu Duan, Chao Wang, Jianyou Zhou, Pan Jia, Zheng Zhong
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Aerospace
Subjects:
tandem wings
ground effect
propulsive performance
bidirectional gate recurrent unit
surrogate model
Online Access:https://www.mdpi.com/2226-4310/11/11/904
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