Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model
暂无分享,去创建一个
Haiyan Lu | Jianzhou Wang | Zhenhai Guo | Weigang Zhao | Jianzhou Wang | H. Lu | Zhen-hai Guo | Weigang Zhao
[1] R. Kavasseri,et al. Day-ahead wind speed forecasting using f-ARIMA models , 2009 .
[2] Hongjie Wang,et al. ARIMA Model Estimated by Particle Swarm Optimization Algorithm for Consumer Price Index Forecasting , 2009, Artificial Intelligence and Computational Intelligence.
[3] Chiun-Sin Lin,et al. Empirical mode decomposition–based least squares support vector regression for foreign exchange rate forecasting , 2012 .
[4] Huei-Tsyr Chen,et al. Application of Hilbert-Huang transform to characterize soil liquefaction and quay wall seismic responses modeled in centrifuge shaking-table tests , 2010 .
[5] Peter York,et al. Optimisation of the predictive ability of artificial neural network (ANN) models: a comparison of three ANN programs and four classes of training algorithm. , 2005, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.
[6] Hui Liu,et al. Forecasting models for wind speed using wavelet, wavelet packet, time series and Artificial Neural Networks , 2013 .
[7] L. Kamal,et al. Time series models to simulate and forecast hourly averaged wind speed in Quetta, Pakistan , 1997 .
[8] R. E. Abdel-Aal,et al. Modeling and forecasting the mean hourly wind speed time series using GMDH-based abductive networks , 2009 .
[9] Mohamed Mohandes,et al. Support vector machines for wind speed prediction , 2004 .
[10] R. Law. Back-propagation learning in improving the accuracy of neural network-based tourism demand forecasting , 2000 .
[11] N. Huang,et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[12] Ioannis B. Theocharis,et al. A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation , 2007, Neurocomputing.
[13] J. Torres,et al. Forecast of hourly average wind speed with ARMA models in Navarre (Spain) , 2005 .
[14] Jianzhou Wang,et al. A hybrid forecasting approach applied to wind speed time series , 2013 .
[15] Saifur Rahman,et al. Analysis and Evaluation of Five Short-Term Load Forecasting Techniques , 1989, IEEE Power Engineering Review.
[16] T. O. Halawani,et al. A neural networks approach for wind speed prediction , 1998 .
[17] W. Rivera,et al. Short term wind speed forecasting in La Venta, Oaxaca, México, using artificial neural networks , 2009 .
[18] Ioannis B. Theocharis,et al. Locally recurrent neural networks for wind speed prediction using spatial correlation , 2007, Inf. Sci..
[19] Zhongyi Hu,et al. Beyond One-Step-Ahead Forecasting: Evaluation of Alternative Multi-Step-Ahead Forecasting Models for Crude Oil Prices , 2013, ArXiv.
[20] G. Galanisa,et al. Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering , 2006 .
[21] M. C. Deo,et al. Forecasting wind with neural networks , 2003 .
[22] Y. Zi,et al. Cosine window-based boundary processing method for EMD and its application in rubbing fault diagnosis , 2007 .
[23] K. Lai,et al. Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm , 2008 .
[24] A. Tapia,et al. Application of a control algorithm for wind speed prediction and active power generation , 2005 .
[25] Z. Huang,et al. Use of time-series analysis to model and forecast wind speed , 1995 .
[26] Bangzhu Zhu. A Novel Multiscale Ensemble Carbon Price Prediction Model Integrating Empirical Mode Decomposition, Genetic Algorithm and Artificial Neural Network , 2012 .
[27] Ioannis B. Theocharis,et al. Locally recurrent neural networks for long-term wind speed and power prediction , 2006, Neurocomputing.
[28] Marcus Dätig,et al. Performance and limitations of the Hilbert–Huang transformation (HHT) with an application to irregular water waves , 2004 .
[29] A. Louche,et al. Forecasting and simulating wind speed in Corsica by using an autoregressive model , 2003 .
[30] M. Bilgili,et al. Application of artificial neural networks for the wind speed prediction of target station using reference stations data , 2007 .
[31] Jan Holst,et al. Forecasting near-surface ocean winds with Kalman filter techniques , 2005 .