Mitigación de vibraciones con control del flujo de aire basado en GA-ANFIS de una turbina eólica marina flotante híbrida con columnas de agua oscilantes

  1. M'zoughi, Fares 1
  2. Aboutalebi, Payam 1
  3. Ahmad, Irfan 1
  4. Bagheri Rouch, Tahereh 1
  5. Garrido, Izaskun 1
  6. Garrido, Aitor J. 1
  1. 1 Universidad del País Vasco/Euskal Herriko Unibertsitatea
    info

    Universidad del País Vasco/Euskal Herriko Unibertsitatea

    Lejona, España

    ROR https://ror.org/000xsnr85

Journal:
Jornadas de Automática
  1. Cruz Martín, Ana María (coord.)
  2. Arévalo Espejo, V. (coord.)
  3. Fernández Lozano, Juan Jesús (coord.)

ISSN: 3045-4093

Year of publication: 2024

Issue: 45

Type: Article

DOI: 10.17979/JA-CEA.2024.45.10975 DIALNET GOOGLE SCHOLAR lock_openOpen access editor

Abstract

This paper introduces a novel approach to model and stabilize a Floating Offshore Wind Turbine (FOWT) by employing Oscillating Water Columns (OWC) as an active structural control system. The innovative concept involves designing a new floating barge-like platform with integrated OWCs on opposite sides of the platform to mitigate undesired oscillations of the system. These OWCs counteract the bending forces caused by wind on the tower and waves on the barge platform. To synchronize the opposing forces with the system's tilting, a proposed Genetic Algorithm-Adaptive Neuro-Fuzzy Inference System-based airflow control strategy is employed. Through manipulation of the barge platform’s pitch angle, the GA-ANFIS airflow control system adjusts the valves on either side, opening one and closing the other accordingly. Simulation results, compared with a standard FOWT demonstrate the effectiveness of the GA-ANFIS airflow control. It is shown to be superior in reducing platform pitching and the fore-aft translation of the tower top.

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