Estimation of numerical uncertainty in computational fluid dynamics simulations of a passively controlled wave energy converter
Artikel i vetenskaplig tidskrift, 2018

The wave loads and the resulting motions of floating wave energy converters are traditionally computed using linear radiation–diffraction methods. Yet for certain cases such as survival conditions, phase control and wave energy conver- ters operating in the resonance region, more complete mathematical models such as computational fluid dynamics are preferred and over the last 5 years, computational fluid dynamics has become more frequently used in the wave energy field. However, rigorous estimation of numerical errors, convergence rates and uncertainties associated with computa- tional fluid dynamics simulations have largely been overlooked in the wave energy sector. In this article, we apply formal verification and validation techniques to computational fluid dynamics simulations of a passively controlled point absor- ber. The phase control causes the motion response to be highly nonlinear even for almost linear incident waves. First, we show that the computational fluid dynamics simulations have acceptable agreement to experimental data. We then present a verification and validation study focusing on the solution verification covering spatial and temporal discretiza- tion, iterative and domain modelling errors. It is shown that the dominating source of errors is, as expected, the spatial discretization, but temporal and iterative errors cannot be neglected. Using hexahedral cells with low aspect ratio and 30 cells per wave height, we obtain results with less than 5% uncertainty in motion response (except for surge) and restraining forces for the buoy without phase control. The amplified nonlinear response due to phase control caused a large increase in numerical uncertainty, illustrating the difficulty to obtain reliable solutions for highly nonlinear responses, and that much denser meshes are required for such cases.

verification and validation

passive control

Wave energy converter

numerical uncertainty

computational fluid dynamics modelling


Weizhi Wang

Chalmers, Mekanik och maritima vetenskaper

Minghao Wu

Chalmers, Mekanik och maritima vetenskaper

Johannes Palm

Chalmers, Mekanik och maritima vetenskaper, Marin teknik

Claes Eskilsson

Aalborg Universitet

Chalmers, Mekanik och maritima vetenskaper

Proceedings of the Institution of Mechanical Engineers Part M: Journal of Engineering for the Maritime Environment

1475-0902 (ISSN) 20413084 (eISSN)

Vol. 232 1 71-84


Annan maskinteknik

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Hållbar utveckling




C3SE (Chalmers Centre for Computational Science and Engineering)



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