Title :
Stochastic particle method applied to local wind simulation
Author :
Rousseau, Antoine ; Bernardin, Frédéric ; Bossy, Mireille ; Salameh, Tamara ; Drobinski, Philippe
Author_Institution :
OMEGA Project, Sophia Antipolis
Abstract :
A Lagrangian stochastic model is introduced in order to describe the local behavior of the wind. Based on some MM5 data, and thanks to particles driven by stochastic differential equations, we propose a numerical method allowing to improve the MM5 simulations at small scales, without requiring too much additional computational cost.
Keywords :
computational fluid dynamics; differential equations; stochastic processes; wind power; Lagrangian stochastic model; MM5 simulations; local wind simulation; stochastic differential equations; stochastic particle method; Computational efficiency; Computational modeling; Differential equations; Fluid dynamics; Frequency; IEEE web sites; Lagrangian functions; Predictive models; Stochastic processes; Writing;
Conference_Titel :
Clean Electrical Power, 2007. ICCEP '07. International Conference on
Conference_Location :
Capri
Print_ISBN :
1-4244-0632-3
Electronic_ISBN :
1-4244-0632-3
DOI :
10.1109/ICCEP.2007.384265
