Time Series Model of Wind Speed for Multi Wind Turbines based on Mixed Copula

Because wind power is intermittent, random and so on, large scale grid will directly affect the safe and stable operation of power grid. In order to make a quantitative study on the characteristics of the wind speed of wind turbine, the wind speed time series model of the multi wind turbine generato...

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Bibliographic Details
Main Authors: Nie, Dan, Cao, Le, Yan, Wei
Format: Conference Proceeding
Language:English
Subjects:
Mathematical models
Time series
Turbogenerators
Wind power
Wind speed
Wind turbines
Citations: Items that this one cites
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Summary:Because wind power is intermittent, random and so on, large scale grid will directly affect the safe and stable operation of power grid. In order to make a quantitative study on the characteristics of the wind speed of wind turbine, the wind speed time series model of the multi wind turbine generator is constructed by using the mixed Copula-ARMA function in this paper, and a numerical example is also given. The research results show that the model can effectively predict the wind speed, ensure the efficient operation of the wind turbine, and provide theoretical basis for the stability of wind power grid connected operation.
ISSN:2261-236X
2274-7214
2261-236X
DOI:10.1051/matecconf/20167706005