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Evaluation of turbulence-related high-frequency tidal current velocity fluctuation

Author

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  • Garcia Novo, Patxi
  • Kyozuka, Yusaku
  • Ginzo Villamayor, Maria Jose

Abstract

Within the development needed for economy viability of tidal stream energy, adaptability of laboratory converters to sea flow conditions is a milestone. The objective of this work is to investigate the high frequency fluctuations in current velocity magnitude and direction related to the turbulent nature of the flow and present a new method for their prediction. With this purpose, high frequency data measured by two ADV (32 Hz) and two ADCP (8 Hz) at four different points in the sea area surrounding Goto Islands (Japan) are analyzed. The data were divided in short-time samples (3-min data for ADV and 5-min data for ADCP) and treated separately. Velocity magnitude fits a normal distribution, with prediction levels higher than 95% for a margin of error of 0.25 m/s when comparing different percentiles between 0.1 and 99.9. Flow direction is analyzed in terms of opening angle between two representative percentiles equidistant from the median (99.9-0.1, 95-5, …), giving as a result a leptokurtic distribution, more outlier-prone than normal. Empirically, for opening angles 99.9-0.1, 97.7-2.3 and 95-5, slopes of 6.79 (6 in normal distribution), 4.17 (4) and 3.38 (3.29) were found, with results similar to a theoretical normal distribution for narrower angles. The new prediction method for high frequency fluctuations is based in this direct correlation between velocity magnitude and direction fluctuations with turbulence intensity and transverse turbulence intensity, respectively. These two parameters can be estimated indirectly by numerical models, giving rise to a tool for the prediction of turbulence-related high frequency fluctuation.

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  • Garcia Novo, Patxi & Kyozuka, Yusaku & Ginzo Villamayor, Maria Jose, 2019. "Evaluation of turbulence-related high-frequency tidal current velocity fluctuation," Renewable Energy, Elsevier, vol. 139(C), pages 313-325.
    • Handle: RePEc:eee:renene:v:139:y:2019:i:c:p:313-325
    DOI: 10.1016/j.renene.2019.02.035
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    References listed on IDEAS

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    1. Togneri, Michael & Lewis, Matt & Neill, Simon & Masters, Ian, 2017. "Comparison of ADCP observations and 3D model simulations of turbulence at a tidal energy site," Renewable Energy, Elsevier, vol. 114(PA), pages 273-282.
    2. Pérez-Ortiz, Alberto & Borthwick, Alistair G.L. & McNaughton, James & Avdis, Alexandros, 2017. "Characterization of the tidal resource in Rathlin Sound," Renewable Energy, Elsevier, vol. 114(PA), pages 229-243.
    3. Milne, I.A. & Day, A.H. & Sharma, R.N. & Flay, R.G.J., 2015. "Blade loading on tidal turbines for uniform unsteady flow," Renewable Energy, Elsevier, vol. 77(C), pages 338-350.
    4. Ramos, V. & Carballo, R. & Álvarez, M. & Sánchez, M. & Iglesias, G., 2014. "A port towards energy self-sufficiency using tidal stream power," Energy, Elsevier, vol. 71(C), pages 432-444.
    5. Coles, D.S. & Blunden, L.S. & Bahaj, A.S., 2017. "Assessment of the energy extraction potential at tidal sites around the Channel Islands," Energy, Elsevier, vol. 124(C), pages 171-186.
    6. Mycek, Paul & Gaurier, Benoît & Germain, Grégory & Pinon, Grégory & Rivoalen, Elie, 2014. "Experimental study of the turbulence intensity effects on marine current turbines behaviour. Part II: Two interacting turbines," Renewable Energy, Elsevier, vol. 68(C), pages 876-892.
    7. Carballo, R. & Iglesias, G. & Castro, A., 2009. "Numerical model evaluation of tidal stream energy resources in the Ría de Muros (NW Spain)," Renewable Energy, Elsevier, vol. 34(6), pages 1517-1524.
    8. Mycek, Paul & Gaurier, Benoît & Germain, Grégory & Pinon, Grégory & Rivoalen, Elie, 2014. "Experimental study of the turbulence intensity effects on marine current turbines behaviour. Part I: One single turbine," Renewable Energy, Elsevier, vol. 66(C), pages 729-746.
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    Cited by:

    1. Fouz, D.M. & Carballo, R. & Ramos, V. & Iglesias, G., 2019. "Hydrokinetic energy exploitation under combined river and tidal flow," Renewable Energy, Elsevier, vol. 143(C), pages 558-568.
    2. Garcia Novo, Patxi & Kyozuka, Yusaku, 2020. "Validation of a turbulence numerical 3D model for an open channel with strong tidal currents," Renewable Energy, Elsevier, vol. 162(C), pages 993-1004.
    3. Zhang, Yubing & Wang, Qixian & Han, Jiazhen & Xie, Yudong, 2023. "Effects of unsteady stream on hydrodynamic behavior of flexible hydrofoil in semi-passive mode," Renewable Energy, Elsevier, vol. 206(C), pages 451-465.

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    Keywords

    Tidal energy; Turbulence; ADCP; ADV;
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