Abstract
The wind energy industry is continuously researching better computational models of wind inflow and
turbulence to predict extreme loading (the nature of randomness) and their corresponding probability of
occurrence. Sophisticated load alleviation control systems are increasingly being designed and deployed
to specifically reduce the adverse effects of extreme load events resulting in lighter structures. The main
objective herein is to show that despite large uncertainty in the extreme turbulence models, advanced
load alleviation control systems yield both a reduction in magnitude and scatter of the extreme loads
which in turn translates in a change in the shape of the annual maximum load distribution function
resulting in improved structural reliability. Using a probabilistic loads extrapolation approach and the
first order reliability method, a large multi-megawatt wind turbine blade and tower structural reliability
are assessed when the extreme turbulence model is uncertain. The structural reliability is assessed for
the wind turbine when three configurations of an industrial grade load alleviation control system of
increasing complexity and performance are used. The load alleviation features include a cyclic pitch,
individual pitch, static thrust limiter, condition based thrust limiter and an active tower vibration
damper. We show that large uncertainties in the extreme turbulence model can be mitigated and
significantly reduced while maintaining an acceptable structural reliability level when advanced load
alleviation control systems are used. We end by providing a rational comparison between the long term
loads extrapolation method and the environmental contour method for the three control configurations.
© 2015 Elsevier Ltd. All rights reserved.
Original language | English |
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Journal | Renewable Energy |
Volume | 87 |
Pages (from-to) | 464-477 |
ISSN | 0960-1481 |
DOIs | |
Publication status | Published - 2016 |
Keywords
- Wind turbines
- Probabilistic modelling
- Extreme turbulence
- Load alleviation control systems
- Structural reliability
- Environmental contours