Concepedia

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network

Shaoqian Pei, Hui Qin, Zhendong Zhang, Liqiang Yao, Yongqiang Wang, Chao Wang, Yongqi Liu, Zhiqiang Jiang, Jianzhong Zhou, Tailai Yi

Energy Conversion and Management · 2019 · 82 citations · 35 references

Concepts

Natural SciencesMeteorologyForecastingTime Series AnalysisWeather ForecastingComputational Wind EngineeringTime Series ForecastingWind ForecastingWind StressSpeed PredictionTime Series Forecasting For WindWavelet TransformWind Speed ForecastingWind Speed Prediction

References

35

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Learning to Forget: Continual Prediction with LSTM

Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations

Computing, Computer Science, Machine Learning +9

Empirical Wavelet Transform

Jérôme Gilles · IEEE Transactions on Signal Processing · 2013 · 2.2K citations · Full text

Engineering, Electrical Engineering, Biomedical Signal Processing +9

ARMA based approaches for forecasting the tuple of wind speed and direction

Ergin Erdem, Jing Shi · Applied Energy · 2010 · 906 citations

Natural Sciences, Meteorology, Forecasting +10

Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method

Shouxiang Wang, Na Zhang, Lei Wu et al. · Renewable Energy · 2016 · 674 citations

Natural Sciences, Earth Sciences, Meteorology +14