Abstract
Wind turbines are designed using a set of simulations to ascertain the structural loads that the turbine could encounter. While mean hub-height wind speed is considered to vary, other wind parameters such as turbulence spectra, sheer, veer, spatial coherence, and component correlation are fixed or conditional values that, in reality, could have different characteristics at different sites and have a significant effect on the resulting loads. This paper therefore seeks to assess the sensitivity of different wind parameters on the resulting ultimate and fatigue loads on the turbine during normal operational conditions. Eighteen different wind parameters are screened using an Elementary Effects approach with radial points. As expected, the results show a high sensitivity of the loads to the turbulence standard deviation in the primary wind direction, but the sensitivity to wind shear is often much greater. To a lesser extent, other wind parameters that drive loads include the coherence in the primary wind direction and veer.
Original language | American English |
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Number of pages | 25 |
State | Published - 2018 |
Event | American Institute of Aeronautics and Astronautics SciTech Forum - Kissimmee, Florida Duration: 8 Jan 2018 → 12 Jan 2018 |
Conference
Conference | American Institute of Aeronautics and Astronautics SciTech Forum |
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City | Kissimmee, Florida |
Period | 8/01/18 → 12/01/18 |
Bibliographical note
See NREL/CP-5000-71343 for paper as published in AIAA proceedingsNREL Publication Number
- NREL/CP-5000-70445
Keywords
- analysis
- elementary effects
- modeling
- sensitivity
- turbine loads
- wind energy