Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm

[1]  Qing Cao,et al.  Forecasting wind speed with recurrent neural networks , 2012, Eur. J. Oper. Res..

[2]  Wen Jiang,et al.  Wind speed forecasting using autoregressive moving average/generalized autoregressive conditional heteroscedasticity model , 2012 .

[3]  Haiyan Lu,et al.  Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model , 2012 .

[4]  Aoife Foley,et al.  Current methods and advances in forecasting of wind power generation , 2012 .

[5]  Xiao Xia Zheng,et al.  Research of Wind Speed and Wind Power Forecasting , 2011 .

[6]  Joao P. S. Catalao,et al.  Hybrid intelligent approach for short-term wind power forecasting in Portugal , 2011 .

[7]  Ergin Erdem,et al.  ARMA based approaches for forecasting the tuple of wind speed and direction , 2011 .

[8]  Jing Shi,et al.  Fine tuning support vector machines for short-term wind speed forecasting , 2011 .

[9]  Joao P. S. Catalao,et al.  Short-term wind power forecasting in Portugal by neural networks and wavelet transform , 2011 .

[10]  Sancho Salcedo-Sanz,et al.  Short-term wind speed prediction in wind farms based on banks of support vector machines , 2011 .

[11]  Heping Liu,et al.  Comprehensive evaluation of ARMA–GARCH(-M) approaches for modeling the mean and volatility of wind speed , 2011 .

[12]  Ruddy Blonbou,et al.  Very short-term wind power forecasting with neural networks and adaptive Bayesian learning , 2011 .

[13]  Erasmo Cadenas,et al.  Wind speed forecasting in three different regions of Mexico, using a hybrid ARIMA–ANN model , 2010 .

[14]  Jing Shi,et al.  On comparing three artificial neural networks for wind speed forecasting , 2010 .

[15]  Desheng Dash Wu,et al.  A soft computing system for day-ahead electricity price forecasting , 2010, Appl. Soft Comput..

[16]  R. Kavasseri,et al.  Day-ahead wind speed forecasting using f-ARIMA models , 2009 .

[17]  Mohammad Monfared,et al.  A new strategy for wind speed forecasting using artificial intelligent methods , 2009 .

[18]  W. Rivera,et al.  Short term wind speed forecasting in La Venta, Oaxaca, México, using artificial neural networks , 2009 .

[19]  René Jursa,et al.  Short-term wind power forecasting using evolutionary algorithms for the automated specification of artificial intelligence models , 2008 .

[20]  W. Rivera,et al.  Wind speed forecasting in the South Coast of Oaxaca, México , 2007 .

[21]  Nie Qiaoping.  Day-ahead Price Forecast with Genetic-algorithm-optimized Support Vector Machines Based on GARCH Error Calibration , 2007 .

[22]  C. Granger.  Some recent development in a concept of causality , 1988 .