Peña-Sanchez, Yerai, Garcia-Abril, Marina, Paparella, Francesco and Ringwood, John (2018) Estimation and Forecasting of Excitation Force for Arrays of Wave Energy Devices. IEEE Transactions on Sustainable Energy, 9 (4). pp. 1672-1680. ISSN 1949-3029
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Abstract
To maximise energy conversion, real-time control
of a Wave Energy Converter (WEC) requires knowledge of the
present and future excitation force (Fex) acting on the device,
which is a non-measurable quantity. The problem of estimation
and forecasting of Fex becomes more challenging when arrays of
WECs are considered, due to the hydrodynamic interactions in
the array. In this paper, a global Fex estimator for a complete
WEC array is developed and compared to a set of independent
estimators which utilise information local only to each device.
A significant question is whether the array of measurements
is sufficient to compensate for the greater complexity of the
wave field, compared to the isolated body case. The paper
shows that the global estimator is always more accurate than
the independent estimator, improving up to 45% the estimation
accuracy of the independent estimator. Regarding prediction, two
different Fex forecasters for a WEC array are compared: a global
forecaster, utilising Fex estimates from the full set of array devices,
and an independent forecaster, utilising only a local Fex estimate.
We demonstrate that the global forecaster achieves more accurate
results, not only compared to the independent forecaster, but also
compared to the isolated body case.
Item Type: | Article |
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Additional Information: | This is the postprint version of the article. Content may have changed prior to final publication. Citation information: DOI 10.1109/TSTE.2018.2807880, IEEE Transactions on Sustainable Energy |
Keywords: | Wave Energy; Excitation Force; Estimation; Forecasting; Wave Energy Converter; Arrays; Autoregressive Model; |
Academic Unit: | Faculty of Science and Engineering > Electronic Engineering Faculty of Science and Engineering > Research Institutes > Centre for Ocean Energy Research |
Item ID: | 12424 |
Identification Number: | 10.1109/TSTE.2018.2807880 |
Depositing User: | Professor John Ringwood |
Date Deposited: | 10 Feb 2020 16:35 |
Journal or Publication Title: | IEEE Transactions on Sustainable Energy |
Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
Refereed: | Yes |
Funders: | Science Foundation Ireland (SFI) |
Related URLs: | |
URI: | https://mural.maynoothuniversity.ie/id/eprint/12424 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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