A hybrid forecasting approach applied to wind speed time series

Keywords

Hilbert–Huang transform, Wind speed, Residual, Mode (computer interface), Series (stratigraphy)

References

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Cited by

• Short-term wind power prediction based on LSSVM–GSA modelXiaohui Yuan, Chen Chen, Yanbin Yuan — 2015
• Diarrhoea outpatient visits prediction based on time series decomposition and multi-local predictor fusionYongming Wang, Junzhong Gu, Zili Zhou — 2015
• Time Series Analysis and Forecasting for Wind Speeds Using Support Vector Regression Coupled with Artificial Intelligent AlgorithmsPing Jiang, Shanshan Qin, Jie Wu — 2015
• An Experimental Investigation of FNN Model for Wind Speed Forecasting Using EEMD and CSJianzhou Wang, Haiyan Jiang, Bohui Han — 2015
• Short-Term Wind Speed Hybrid Forecasting Model Based on Bias Correcting Study and Its ApplicationMingfei Niu, Shaolong Sun, Jie Wu — 2015
• Wind speed forecast correction models using polynomial neural networksLadislav Zjavka — 2015
• Wind speed forecasting for wind farms: A method based on support vector regressionGuillermo Santamaría-Bonfil, Alberto Reyes, Carlos Gershenson — 2016
• A New Hybrid Model Based on an Intelligent Optimization Algorithm and a Data Denoising Method to Make Wind Speed PredicationPing Jiang, Qingli Dong — 2015
• Medium-term wind speeds forecasting utilizing hybrid models for three different sites in Xinjiang, ChinaJianzhou Wang, Shanshan Qin, Qingping Zhou — 2015
• Multi-step forecasting for wind speed using a modified EMD-based artificial neural network modelZhenhai Guo, Weigang Zhao, Haiyan Lu — 2012
• A hybrid technique for short-term wind speed predictionJianming Hu, Jianzhou Wang, Kailiang Ma — 2015
• Hysteretic neural network and its application in the prediction of the wind speed seriesWang Hong-fei, Chunbo Xiu, Yanqing Li — 2014
• Lorenz Wind Disturbance Model Based on Grey Generated ComponentsYagang Zhang, Jingyun Yang, Kangcheng Wang — 2014
• Improved wind prediction based on the Lorenz systemYagang Zhang, Jingyun Yang, Kangcheng Wang — 2015
• Short-term prediction method of wind speed series based on fractal interpolationChunbo Xiu, Tiantian Wang, Meng Tian — 2014
• A Hybrid Approach for Short-Term Forecasting of Wind SpeedSivanagaraja Tatinati, Kalyana C. Veluvolu — 2013
• A hybrid forecasting model based on outlier detection and fuzzy time series – A case study on Hainan wind farm of ChinaJianzhou Wang, Shenghua Xiong — 2014
• Wind speed and direction prediction for wind farms using support vector regressionAli Lahouar, Jaleleddine Ben Hadj Slama — 2014
• Comparison Between Wind Power Prediction Models Based on Wavelet Decomposition with Least-Squares Support Vector Machine (LS-SVM) and Artificial Neural Network (ANN)Maria Grazia De Giorgi, Stefano Campilongo, Antonio Ficarella — 2014
• Empirical Mode Decomposition-k Nearest Neighbor Models for Wind Speed ForecastingYe Ren, Ponnuthurai Nagaratnam Suganthan — 2014

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