The development is presented of an analytical model for the prediction of the stochastic nonlinear wave loads on the support structure of bottom mounted and floating offshore wind turbines. Explicit expressions are derived for the time-domain nonlinear exciting forces in a seastate with significant wave height comparable to the diameter of the support structure based on the fluid impulse theory. The method is validated against experimental measurements with good agreement. The higher order moments of the nonlinear load are evaluated from simulated force records and the derivation of analytical expressions for the nonlinear load statistics for their efficient use in design is addressed. The identification of the inertia and drag coefficients of a generalized nonlinear wave load model trained against experiments using Support Vector Machine learning algorithms is discussed.
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ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering
June 25–30, 2017
Trondheim, Norway
Conference Sponsors:
- Ocean, Offshore and Arctic Engineering Division
ISBN:
978-0-7918-5777-9
PROCEEDINGS PAPER
Offshore Wind Turbine Nonlinear Wave Loads and Their Statistics Available to Purchase
Paul D. Sclavounos,
Paul D. Sclavounos
Massachusetts Institute of Technology, Cambridge, MA
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Yu Zhang,
Yu Zhang
Massachusetts Institute of Technology, Cambridge, MA
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Yu Ma,
Yu Ma
Massachusetts Institute of Technology, Cambridge, MA
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David F. Larson
David F. Larson
Massachusetts Institute of Technology, Cambridge, MA
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Paul D. Sclavounos
Massachusetts Institute of Technology, Cambridge, MA
Yu Zhang
Massachusetts Institute of Technology, Cambridge, MA
Yu Ma
Massachusetts Institute of Technology, Cambridge, MA
David F. Larson
Massachusetts Institute of Technology, Cambridge, MA
Paper No:
OMAE2017-61184, V009T12A042; 9 pages
Published Online:
September 25, 2017
Citation
Sclavounos, PD, Zhang, Y, Ma, Y, & Larson, DF. "Offshore Wind Turbine Nonlinear Wave Loads and Their Statistics." Proceedings of the ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering. Volume 9: Offshore Geotechnics; Torgeir Moan Honoring Symposium. Trondheim, Norway. June 25–30, 2017. V009T12A042. ASME. https://doi.org/10.1115/OMAE2017-61184
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