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The production and loading of wind farms are significantly influenced by the turbulence of the flowing wind field. Estimation of turbulence allows us to optimize the performance of the wind farm. Turbulence estimation is; however, highly challenging due to the chaotic behavior of the wind. In this paper, a method is presented for estimation of the turbulence. The spectral model of the wind is used in order to provide the estimations. The suggested estimation approach is applied to a case study in which the objective is to estimate wind turbulence at desired points using the measurements of wind speed outside the wind field. The results show that the method is able to provide estimations which explain more than 50% of the wind turbulence from the distance of about 300 meters.
|Journal||IEEE Conference on Computer-Aided Control Systems Design|
|Publication status||Published - 2011|
|Event||2011 IEEE International Symposium on Computer-Aided Control System Design (CACSD) - Denver, Colorado, United States|
Duration: 28 Sep 2011 → 30 Sep 2011
|Conference||2011 IEEE International Symposium on Computer-Aided Control System Design (CACSD)|
|Period||28/09/2011 → 30/09/2011|
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AEOLUS: Distributed Control of Large-Scale Offshore Wind Farms
Bak, T., Knudsen, T. & N. Soltani, M.
ICT - INFORMATION AND COMMUNICATION TECHNOLOGIES
01/05/2008 → 30/04/2010