Deep-Learning-Based Reduced-Order Model for Power Generation Capacity of Flapping Foils

Deep-Learning-Based Reduced-Order Model for Power Generation Capacity of Flapping Foils

Inspired by nature, oscillating foils offer viable options as alternate energy resources to harness energy from wind and water. Here, we propose a proper orthogonal decomposition (POD)-based reduced-order model (ROM) of power generation by flapping airfoils in conjunction with deep neural networks....

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Bibliographic Details
Main Authors: Ahmad Saeed, Hamayun Farooq, Imran Akhtar, Muhammad Awais Tariq, Muhammad Saif Ullah Khalid
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Biomimetics
Subjects:
power generation
long-short-term neural network
proper orthogonal decomposition
flapping foils
reduced-order modeling
Online Access:https://www.mdpi.com/2313-7673/8/2/237

Internet

https://www.mdpi.com/2313-7673/8/2/237

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