Neural network backstepping control of OWC wave energy system

Neural network backstepping control of OWC wave energy system

Abstract This paper investigates the application of Neural Network Backstepping Control (NN-BSC) for enhancing the rotational speed control of Oscillating Water Column (OWC) wave energy systems. Traditional control methods face limitations when dealing with nonlinearities, irregular wave conditions,...

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Main Authors: Priyanka Nath, Sunil Kumar Mishra, Amitkumar Vidyakant Jha, Bhargav Appasani, Akshaya Kumar Pati, Vijay Kumar Verma, Philibert Nsengiyumva, Avireni Srinivasulu
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Backstepping control
Lyapunov stability analysis
Neural network backstepping control
Ocean wave energy
Oscillating water column
Rotor speed control
Online Access:https://doi.org/10.1038/s41598-025-87725-x
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https://doi.org/10.1038/s41598-025-87725-x

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