MURAL - Maynooth University Research Archive Library



    Constraint handling in extremum-seeking control for wave energy systems: A case study


    Pasta, Edoardo and Faedo, Nicolas and Parrinello, Luca and Carapellese, Fabio and Ringwood, John and Mattiazzo, Giuliana (2021) Constraint handling in extremum-seeking control for wave energy systems: A case study. In: International Conference on Electrical, Computer, Communications and Mechatronics Engineering, 7-8 October 2021, Mauritius.

    [img]
    Preview
    Download (2MB) | Preview


    Share your research

    Twitter Facebook LinkedIn GooglePlus Email more...



    Add this article to your Mendeley library


    Abstract

    Wave energy converters (WECs) are a promising technology aimed at harvesting energy by converting the device motion induced by ocean and sea waves. The control strategy adopted to guide the power take-off (PTO) system is among the most crucial aspects in the energy conversion process. Indeed, the solution of such an energy-maximizing optimal control problem is fundamental for the economic viability of this type of emerging technology. State-of-the-art WEC control technology can be almost fully enclosed within the family of model-based control strategies: The optimal control law, which maximizes energy absorption, is computed based upon knowledge of a dynamical model of the device, able to predict the associated motion. Nonetheless, models constructed for WEC control purposes are inherently affected by several sources of uncertainty, especially in terms of the associated hydrodynamic effects. As a consequence, there is a significant appetite to adopt model free control strategies to overcome this issue. In this study, we propose a perturbation-based extremum-seeking control (ESC) in which a class of soft-constraint handling has been introduced to deal with excessive motion values for a heaving point absorber WEC. We test such a strategy in different operating conditions to highlight the influence of the soft constraint mechanism on power absorption, applied control action, and WEC velocity.

    Item Type: Conference or Workshop Item (Paper)
    Keywords: Wave energy converter; Model-free control; Extremum seeking control; Constrained optimal control;
    Academic Unit: Faculty of Science and Engineering > Electronic Engineering
    Faculty of Science and Engineering > Research Institutes > Centre for Ocean Energy Research
    Item ID: 16113
    Identification Number: https://doi.org/10.1109/ICECCME52200.2021.9591065
    Depositing User: Professor John Ringwood
    Date Deposited: 16 Jun 2022 12:56
    Refereed: Yes
    URI:

      Repository Staff Only(login required)

      View Item Item control page

      Downloads

      Downloads per month over past year