Concepedia

A novel short-term wind speed prediction method based on hybrid statistical-artificial intelligence model with empirical wavelet transform and hyperparameter optimization

Qingshan Yang, Guoqing Huang, Tian Li, Yifan Xu, Jie Pan

Journal of Wind Engineering and Industrial Aerodynamics · 2023 · 55 citations · 36 references

DOI

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References

36

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28K citations

Time Series Analysis: Forecasting and Control

Michael D. Geurts, George E. P. Box, Gwilym M. Jenkins · Journal of Marketing Research · 1977 · 19.3K citations

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Grey Wolf Optimizer

Seyedali Mirjalili, Seyed Mohammad Mirjalili, Andrew Lewis · Advances in Engineering Software · 2014 · 17.5K citations · Full text

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Least Squares Support Vector Machine Classifiers

Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.3K citations · Full text

Empirical Wavelet Transform

Jérôme Gilles · IEEE Transactions on Signal Processing · 2013 · 2.1K citations · Full text

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