A corrected hybrid approach for wind speed prediction in Hexi Corridor of China
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DOI: 10.1016/j.energy.2010.12.063
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- Sfetsos, A., 2002. "A novel approach for the forecasting of mean hourly wind speed time series," Renewable Energy, Elsevier, vol. 27(2), pages 163-174.
- Palm, F. & Zellner, A., 1991.
"To combine or not to combine? issues of combining forecasts,"
LIDAM Discussion Papers CORE
1991022, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- PALM, Franz C. & ZELLNER, Arnold, 1992. "To Combine or not to Combine? Issues of Combining Forecasts," LIDAM Reprints CORE 1027, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Clemen, Robert T., 1989. "Combining forecasts: A review and annotated bibliography," International Journal of Forecasting, Elsevier, vol. 5(4), pages 559-583.
- Makridakis, Spyros, 1989. "Why combining works?," International Journal of Forecasting, Elsevier, vol. 5(4), pages 601-603.
- Yokuma, J. Thomas & Armstrong, J. Scott, 1995. "Beyond accuracy: Comparison of criteria used to select forecasting methods," International Journal of Forecasting, Elsevier, vol. 11(4), pages 591-597, December.
- Sfetsos, A., 2000. "A comparison of various forecasting techniques applied to mean hourly wind speed time series," Renewable Energy, Elsevier, vol. 21(1), pages 23-35.
- Pai, Ping-Feng & Lin, Chih-Sheng, 2005. "A hybrid ARIMA and support vector machines model in stock price forecasting," Omega, Elsevier, vol. 33(6), pages 497-505, December.
- Carolin Mabel, M. & Fernandez, E., 2008. "Analysis of wind power generation and prediction using ANN: A case study," Renewable Energy, Elsevier, vol. 33(5), pages 986-992.
- Winkler, Robert L., 1989. "Combining forecasts: A philosophical basis and some current issues," International Journal of Forecasting, Elsevier, vol. 5(4), pages 605-609.
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Keywords
Wind speed; Hybrid SARIMA–LSSVM model; Hypothesis test;All these keywords.
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