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Characterizing in-stream turbulent flow for tidal energy converter siting in Cook Inlet, Alaska

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  • Deb, Mithun
  • Yang, Zhaoqing
  • Wang, Taiping

Abstract

We implemented a regional-scale, 3D hydrodynamic modeling framework in Cook Inlet, Alaska to predict tidal current and turbulence characteristics that can assist Tidal Energy Converter (TEC) designers and project managers. We validated the model results using various datasets collected with bottom-mounted acoustic Doppler current profilers and velocimeters. The comparison between the model outputs and observational data highlighted the effectiveness of the 3D FVCOM model and the Mellor–Yamada Level 2.5 Turbulence Model in accurately assessing macro-scale kinetic energy, turbulence intensity, and the production and dissipation rates at a prospective TEC site. Using two months of model simulation data, we examined the channel cross-section for TEC deployment, focusing on undisturbed power density and macro-scale turbulent properties. Our findings indicate that understanding the turbulence characteristics and flow properties can enhance Stage I/II resource characterization by identifying optimal locations for TECs and their layouts within the channel. Furthermore, we demonstrated that TEC designers can utilize macro-scale turbulence data from 3D coastal models as boundary conditions for other turbulence models, allowing for a more detailed resolution of the turbulence structure at TEC siting locations. Ultimately, this work emphasizes the importance of estimating flow and turbulence conditions in energetic systems to understand turbulent sites better and improve resource characterization.

Suggested Citation

  • Deb, Mithun & Yang, Zhaoqing & Wang, Taiping, 2025. "Characterizing in-stream turbulent flow for tidal energy converter siting in Cook Inlet, Alaska," Renewable Energy, Elsevier, vol. 252(C).
  • Handle: RePEc:eee:renene:v:252:y:2025:i:c:s0960148125010079
    DOI: 10.1016/j.renene.2025.123345
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    References listed on IDEAS

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    1. Ian Masters & Alison Williams & T. Nick Croft & Michael Togneri & Matt Edmunds & Enayatollah Zangiabadi & Iain Fairley & Harshinie Karunarathna, 2015. "A Comparison of Numerical Modelling Techniques for Tidal Stream Turbine Analysis," Energies, MDPI, vol. 8(8), pages 1-21, July.
    2. Arturo Ortega & Joseph Praful Tomy & Jonathan Shek & Stephane Paboeuf & David Ingram, 2020. "An Inter-Comparison of Dynamic, Fully Coupled, Electro-Mechanical, Models of Tidal Turbines," Energies, MDPI, vol. 13(20), pages 1-19, October.
    3. 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.
    4. Togneri, Michael & Pinon, Grégory & Carlier, Clément & Choma Bex, Camille & Masters, Ian, 2020. "Comparison of synthetic turbulence approaches for blade element momentum theory prediction of tidal turbine performance and loads," Renewable Energy, Elsevier, vol. 145(C), pages 408-418.
    5. Sentchev, Alexei & Thiébaut, Maxime & Schmitt, François G., 2020. "Impact of turbulence on power production by a free-stream tidal turbine in real sea conditions," Renewable Energy, Elsevier, vol. 147(P1), pages 1932-1940.
    6. Deb, Mithun & Yang, Zhaoqing & Haas, Kevin & Wang, Taiping, 2024. "Hydrokinetic tidal energy resource assessment following international electrotechnical commission guidelines," Renewable Energy, Elsevier, vol. 229(C).
    7. Milne, I.A. & Day, A.H. & Sharma, R.N. & Flay, R.G.J., 2016. "The characterisation of the hydrodynamic loads on tidal turbines due to turbulence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 851-864.
    8. Yang, Zhaoqing & Wang, Taiping & Branch, Ruth & Xiao, Ziyu & Deb, Mithun, 2021. "Tidal stream energy resource characterization in the Salish Sea," Renewable Energy, Elsevier, vol. 172(C), pages 188-208.
    9. Alyona Naberezhnykh & David Ingram & Ian Ashton & Joel Culina, 2023. "How Applicable Are Turbulence Assumptions Used in the Tidal Energy Industry?," Energies, MDPI, vol. 16(4), pages 1-21, February.
    10. Marsh, P. & Penesis, I. & Nader, J.R. & Couzi, C. & Cossu, R., 2021. "Assessment of tidal current resources in Clarence Strait, Australia including turbine extraction effects," Renewable Energy, Elsevier, vol. 179(C), pages 150-162.
    11. Evans, Luke & Ashton, Ian & Sellar, Brian, 2023. "Tidal turbine power performance assessments following IEC TS 62600-200 using measured and modelled power outputs," Renewable Energy, Elsevier, vol. 212(C), pages 138-150.
    12. Deb, Mithun & Yang, Zhaoqing & Wang, Taiping & Kilcher, Levi, 2023. "Turbulence modeling to aid tidal energy resource characterization in the Western Passage, Maine, USA," Renewable Energy, Elsevier, vol. 219(P1).
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