Optimization of parameters of the OWC wave energy converter device using MLP and XGBoost models

Optimization of parameters of the OWC wave energy converter device using MLP and XGBoost models

In the present work, we have studied the performance of a breakwater-integrated quarter-circle-shaped front wall OWC device under the influence of irregular incident waves. Firstly, the boundary value problem associated with the hydrodynamics of OWC device is handled for solution using the dual boun...

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Bibliographic Details
Main Authors: Vipin V., Kshma Trivedi, Santanu Koley
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Results in Physics
Subjects:
Oscillating water column device
Power generation
Dual boundary element method
Artificial neural network
XGBoost
Latin hypercube sampling
Online Access:http://www.sciencedirect.com/science/article/pii/S2211379723009567

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http://www.sciencedirect.com/science/article/pii/S2211379723009567

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