2011
DOI: 10.1016/j.renene.2010.12.014
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Multivariable wind modeling in state space

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“…There exist various sophisticated stochastic models of wind, which generally assume existence of strong spatial and temporal correlation of wind velocity [12]. However, the usefulness of such models is clearly visible only in estimation of long-term effects of the atmospheric mass movements, e.g., in prediction of power generated by wind farms [13]. Their application in the proposed system would significantly complicate the equations, without guarantee of significant improvements of the EKF accuracy.…”
mentioning
confidence: 99%
“…There exist various sophisticated stochastic models of wind, which generally assume existence of strong spatial and temporal correlation of wind velocity [12]. However, the usefulness of such models is clearly visible only in estimation of long-term effects of the atmospheric mass movements, e.g., in prediction of power generated by wind farms [13]. Their application in the proposed system would significantly complicate the equations, without guarantee of significant improvements of the EKF accuracy.…”
mentioning
confidence: 99%