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Assessing the impact of wave model calibration in the uncertainty of wave energy estimation

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  • Majidi, Ajab Gul
  • Ramos, Victor
  • Amarouche, Khalid
  • Rosa Santos, Paulo
  • das Neves, Luciana
  • Taveira-Pinto, Francisco

Abstract

The accuracy of estimated sea conditions, specifically wave height and peak/average wave periods, affects the estimation of electrical energy production from wave energy converters. This study investigates the uncertainty in wave energy harvesting estimated by the SWAN wave model and determines possible improvements by adjusting the model's tunable parameters. Three different wave energy converters (OEBuoy, WaveBob, and Pontoon) and ten different locations along the Atlantic coast of the Iberian Peninsula are used in the study. The SWAN model is calibrated using the ST6 term package based on both wave height and peak period wave parameters. Different wave hindcast data produced by different model settings are used to estimate the wave energy produced by the wave energy converters at ten buoy locations and compared to wave energy produced estimated based on wave observations. The study finds that the physical settings of the SWAN model have a considerable influence on the uncertainty in the estimation of the power output produced by the device. The best-fitting calibrated model improved the mean energy output value of all locations compared to the SWAN default settings. The study concludes that adjusting the SWAN model parameters can improve the accuracy of the estimation of the energy output.

Suggested Citation

  • Majidi, Ajab Gul & Ramos, Victor & Amarouche, Khalid & Rosa Santos, Paulo & das Neves, Luciana & Taveira-Pinto, Francisco, 2023. "Assessing the impact of wave model calibration in the uncertainty of wave energy estimation," Renewable Energy, Elsevier, vol. 212(C), pages 415-429.
    • Handle: RePEc:eee:renene:v:212:y:2023:i:c:p:415-429
    DOI: 10.1016/j.renene.2023.05.049
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    References listed on IDEAS

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    1. Majidi, Ajab Gul & Ramos, Victor & Calheiros-Cabral, Tomás & Santos, Paulo Rosa & Neves, Luciana das & Taveira-Pinto, Francisco, 2024. "Integrated assessment of offshore wind and wave power resources in mainland Portugal," Energy, Elsevier, vol. 308(C).
    2. Majidi, Ajab Gul & Ramos, Victor & Rosa-Santos, Paulo & Akpınar, Adem & das Neves, Luciana & Taveira-Pinto, Francisco, 2025. "Development of a multi-criteria decision-making tool for combined offshore wind and wave energy site selection," Applied Energy, Elsevier, vol. 384(C).
    3. Zavvar, Esmaeil & Rosa-Santos, Paulo & Taveira-Pinto, Francisco & Ghafoori, Elyas, 2025. "Lifetime extension of offshore support structures of wind turbines: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 217(C).
    4. Majidi, Ajab Gul & Ramos, Victor & Rosa-Santos, Paulo & das Neves, Luciana & Taveira-Pinto, Francisco, 2025. "Power production assessment of wave energy converters in mainland Portugal," Renewable Energy, Elsevier, vol. 243(C).

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