Wind Speed Prediction Using a Univariate ARIMA Model and a Multivariate NARX Model

Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach

(2013) Kuilin Chen et al.   APPLIED ENERGY

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

Performance analysis of four modified approaches for wind speed forecasting

(2012) Wenyu Zhang et al.   APPLIED ENERGY

Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction

(2012) Hui Liu et al.   APPLIED ENERGY

A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks

(2012) Hui Liu et al.   RENEWABLE ENERGY

A hybrid strategy of short term wind power prediction

(2012) Huaiwu Peng et al.   RENEWABLE ENERGY

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

(2011) Zhenhai Guo et al.   RENEWABLE ENERGY

On comparing three artificial neural networks for wind speed forecasting

(2010) Gong Li et al.   APPLIED ENERGY

Comprehensive evaluation of ARMA–GARCH(-M) approaches for modeling the mean and volatility of wind speed

(2010) Heping Liu et al.   APPLIED ENERGY

A novel wind speed modeling approach using atmospheric pressure observations and hidden Markov models

(2010) Fatih Onur Hocaoğlu et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A hybrid statistical method to predict wind speed and wind power

(2010) Hui Liu et al.   RENEWABLE ENERGY

Wind speed forecasting in three different regions of Mexico, using a hybrid ARIMA–ANN model

(2010) Erasmo Cadenas et al.   RENEWABLE ENERGY

Bayesian adaptive combination of short-term wind speed forecasts from neural network models

(2010) Gong Li et al.   RENEWABLE ENERGY

Mycielski approach for wind speed prediction

(2009) Fatih O. Hocaoğlu et al.   ENERGY CONVERSION AND MANAGEMENT

Analysis and forecasting of wind velocity in chetumal, quintana roo, using the single exponential smoothing method

(2009) E. Cadenas et al.   RENEWABLE ENERGY

Day-ahead wind speed forecasting using f-ARIMA models

(2008) Rajesh G. Kavasseri et al.   RENEWABLE ENERGY

Short term wind speed forecasting in La Venta, Oaxaca, México, using artificial neural networks

(2008) Erasmo Cadenas et al.   RENEWABLE ENERGY

Hybridizing the fifth generation mesoscale model with artificial neural networks for short-term wind speed prediction

(2008) Sancho Salcedo-Sanz et al.   RENEWABLE ENERGY