Hybridizing the fifth generation mesoscale model with artificial neural networks for short-term wind speed prediction

30 years of adaptive neural networks: perceptron, Madaline, and backpropagation

Bernard Widrow, Michael A. Lehr · Proceedings of the IEEE · 1990 · 2.2K citations

Artificial Intelligence, Fundamental Developments, Incremental Learning +22

A Nonhydrostatic Version of the Penn State–NCAR Mesoscale Model: Validation Tests and Simulation of an Atlantic Cyclone and Cold Front

Jimy Dudhia · Monthly Weather Review · 1993 · 1.6K citations

Storm Surge, Engineering, Validation Tests +21

Neural network forecasting for seasonal and trend time series

G.Peter Zhang, Min Qi · European Journal of Operational Research · 2003 · 970 citations

Forecasting Methodology, Trend Time Series, Forecasting +2

Support vector machines for wind speed prediction

Mohamed Mohandes, T.O. Halawani, Shafiqur Rehman et al. · Renewable Energy · 2004 · 741 citations

Support Vector Machine, Engineering, Wind Speed Prediction +4

Forecast of hourly average wind speed with ARMA models in Navarre (Spain)

J.L. Torres, A. Garcı́a, M. De Blas et al. · Solar Energy · 2004 · 650 citations

Meteorology, Numerical Weather Prediction, Engineering +8