1 resultado para Parameter Estimation, Fractional Dynamical Models, Fractional Predictor-Corrector Method, Hybrid Simplex Search, Particle Swarm Optimization, Competence Induction

em Acceda, el repositorio institucional de la Universidad de Las Palmas de Gran Canaria. España


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[EN]Ensemble forecasting [1] is a methodology to deal with uncertainties in the numerical wind prediction. In this work we propose to apply ensemble methods to the adaptive wind forecasting model presented in [2]. The wind _eld forecasting is based on a mass-consistent model and a log-linear wind pro_le using as input data the resulting forecast wind from Harmonie [3], a Non-Hydrostatic Dynamic model. The mass-consistent model parameters are estimated by using genetic algorithms [4]. The mesh is generated using the meccano method [5] and adapted to the geometry. The main source of uncertainties in this model is the parameter estimation and the in- trinsic uncertainties of the Harmonie Model…