Concepedia

Ensemble methods for wind and solar power forecasting—A state-of-the-art review

Ye Ren, Ponnuthurai Nagaratnam Suganthan, N. V. Srikanth

Renewable and Sustainable Energy Reviews · 2015 · 424 citations · 42 references

Concepts

Natural SciencesData ScienceMeteorologyForecastingNumerical Weather PredictionWeather ForecastingData AssimilationEnsemble ForecastingEnsemble LearningEnsemble MethodsTime Series ForecastingWind ForecastingEnsemble MeanEnsemble Weather ForecastingEnsemble Wind ForecastingMulti-model Ensemble ForecastingSolar Power ForecastingState-of-the-art ReviewWind Power Forecasting

References

42

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

Norden E. Huang, Steven Long, Man‐Li C. Wu et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 1998 · 23.3K citations · Full text

Computing, Computational Engineering, Biomedical Signal Processing +16

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 17K citations · Full text

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text

Popular Ensemble Methods: An Empirical Study

David W. Opitz, Richard Maclin · Journal of Artificial Intelligence Research · 1999 · 3K citations · Full text

Computing, Computer Science, Ensemble Performance +15

A Fuzzy Model for Wind Speed Prediction and Power Generation in Wind Parks Using Spatial Correlation

I. G. Damousis, Minas C. Alexiadis, John B. Theocharis et al. · IEEE Transactions on Energy Conversion · 2004 · 517 citations

Natural Sciences, Computational Engineering, Meteorology +17