Wind speed forecasting using genetic programming Conference Paper

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Overview

abstract

• This contribution presents the application of genetic programming to the problem of time series forecasting. This forecast technique is applied to wind speed time series. The results obtained from the forecasting are used to determine the power generation capacity of a fixed-speed wind turbine, which includes a squirrel cage induction generator. The forecast values obtained with the genetic programming are compared against the original time series data in order to show the precision of this forecast technique. © 2013 IEEE.

authors

• Graff M.
• Medina A.
• Peña Gallardo Rafael

publication date

• 2013-01-01

published in

• 2013 IEEE Congress on Evolutionary Computation, CEC 2013  Proceedings

Research

keywords

• Fixed speed wind turbine; Power generation capacities; Squirrel cage induction generators; Time series forecasting; Time-series data; Wind speed forecasting; Wind speed time series; Genetic programming; Time series; Wind effects; Forecasting

Identity

Digital Object Identifier (DOI)

• 10.1109/CEC.2013.6557598

Additional Document Info

start page

• 408

end page

• 415