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A Machine-Learning Approach for Prognosis of Oscillating Water Column Wave Generators
Garrido Hernández, Izaskun 
; ; ; ; ; ; Garrido Hernández, Aitor Josu (IEEE, 2023-11-01)
; ; ; ; ; ; Garrido Hernández, Aitor Josu (IEEE, 2023-11-01)
Wave excitations cause structural vibrations on the Oscillating Water Columns (OWC) lowering the power generated and reducing the life expectancy. The problem of generator deterioration has been considered for the Mutriku ...
Enhancing Stability and Performance of Hybrid Offshore Wind Platforms: A Novel Fuzzy Logic Control Approach with Computational Machine Learning
; ; ; Garrido Hernández, Izaskun ; Garrido Hernández, Aitor Josu (IEEE, 2024-01-01)
; Garrido Hernández, Aitor Josu (IEEE, 2024-01-01)
Harnessing the power of wind and waves for renewable energy production has become vital in the quest for sustainable electricity generation. The fusion of Floating Offshore Wind Turbines (FOWTs) and Oscillating Water Columns ...
A Machine-Learning Approach for the Development of a FOWT Model Integrated with Four OWCs
; ; ; Garrido Hernández, Izaskun ; Garrido Hernández, Aitor Josu (IEEE, 2023-02-20)
; Garrido Hernández, Aitor Josu (IEEE, 2023-02-20)
The wind-wave excitations cause structural vibrations on the Floating Offshore Wind Turbines (FOWT) pressing the power generation efficiency and reducing the life expectancy. In particular, tower-top displacement and ...
Estabilización de Voltaje y Energía Compartida en Microrredes Aisladas
Bagheri Rouch, Tahereh; ; ; Ahmad, Irfan; Garrido Hernández, Aitor Josu ; Garrido Hernández, Izaskun (Servicio Editorial del Grupo de Control Automático de la Universidad del País Vasco, 2024-11-20)
; Garrido Hernández, Izaskun (Servicio Editorial del Grupo de Control Automático de la Universidad del País Vasco, 2024-11-20)
This article presents an optimized control strategy tailored for DC islanded microgrids, featuring a voltage controller based on mixed H2/H∞ state feedback using linear matrix inequalities (LMIs) and a power controller ...