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Keyword

wind speed forecasting

Description: Wind speed forecasting is the prediction of future wind speeds using statistical, physical, or machine-learning methods for meteorological and energy applications.
OpenAlex ID: keywords/wind-speed-forecasting
Statistics for the evaluation and comparison of models
1985 · Cort J. Willmott, Steven G. Ackleson, et al. · Journal of Geophysical Research Atmospheres · 2,063
Probabilistic Forecasts, Calibration and Sharpness
2007 · Tilmann Gneiting, Fadoua Balabdaoui, et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1,764
A review on the forecasting of wind speed and generated power
2008 · Ma Lei, Luan Shiyan, et al. · Renewable and Sustainable Energy Reviews · 1,157
Artificial neural networks in renewable energy systems applications: a review
2001 · Soteris A. Kalogirou · Renewable and Sustainable Energy Reviews · 1,156
The structure of atmospheric turbulence
1964 · E.V. Appleton · Journal of Atmospheric and Terrestrial Physics · 1,072
A review of wind speed and wind power forecasting with deep neural networks
2021 · Yun Wang, Runmin Zou, et al. · Applied Energy · 965
Day-ahead wind speed forecasting using f-ARIMA models
2008 · Rajesh G. Kavasseri, Krithika Seetharaman · Renewable Energy · 954
Review on Methods to Fix Number of Hidden Neurons in Neural Networks
2013 · K. Gnana Sheela, S. N. Deepa · Mathematical Problems in Engineering · 943
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Sizing of Energy Storage for Microgrids
2011 · S. X. Chen, H. B. Gooi, et al. · IEEE Transactions on Smart Grid · 926
A review of wind power and wind speed forecasting methods with different time horizons
2010 · Saurabh S. Soman, Hamidreza Zareipour, et al. · North American Power Symposium (NAPS) · 920
ARMA based approaches for forecasting the tuple of wind speed and direction
2010 · Ergin Erdem, Jing Shi · Applied Energy · 911
Solar wind speed and coronal flux-tube expansion
1990 · Y.-M. Wang, N. R., Jr. Sheeley · The Astrophysical Journal · 892
Support vector machines for wind speed prediction
2004 · M.A. Mohandes, T.O. Halawani, et al. · Renewable Energy · 755
Current status and future advances for wind speed and power forecasting
2014 · Jaesung Jung, Robert P. Broadwater · Renewable and Sustainable Energy Reviews · 711
On comparing three artificial neural networks for wind speed forecasting
2010 · Gong Li, Jing Shi · Applied Energy · 711
Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method
2016 · Shouxiang Wang, Na Zhang, et al. · Renewable Energy · 674
A review of combined approaches for prediction of short-term wind speed and power
2014 · A. Tascikaraoglu, M. Uzunoglu · Renewable and Sustainable Energy Reviews · 674
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer
2020 · Aytaç Altan, Seçkin Karasu, et al. · Applied Soft Computing · 599
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A Simplified Wind Power Generation Model for Reliability Evaluation
2006 · R. Karki, P. Hu, et al. · IEEE Transactions on Energy Conversion · 584
Long-Term Wind Speed and Power Forecasting Using Local Recurrent Neural Network Models
2006 · T.G. Barbounis, J.B. Theocharis, et al. · IEEE Transactions on Energy Conversion · 567
Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output
2012 · Federico Cassola, Massimiliano Burlando · Applied Energy · 548
Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting
2013 · Chao Ren, Ning An, et al. · Knowledge-Based Systems · 531
Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model
2011 · Zhenhai Guo, Weigang Zhao, et al. · Renewable Energy · 525
A reversal in global terrestrial stilling and its implications for wind energy production
2019 · Zhenzhong Zeng, Alan D. Ziegler, et al. · Nature Climate Change · 524
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A Fuzzy Model for Wind Speed Prediction and Power Generation in Wind Parks Using Spatial Correlation
2004 · I.G. Damousis, M.C. Alexiadis, et al. · IEEE Transactions on Energy Conversion · 513
Works count: 6,934
Citation count: 132,400
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