EALSTM-QR: Interval wind-power prediction model based on numerical weather prediction and deep learning

The short-term interval prediction of wind power using the deep learning model with gradient descend optimization

(2020) Chaoshun Li et al.   RENEWABLE ENERGY

Wind speed forecasting based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation

(2019) Zhendong Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Ensemble Machine Learning-Based Wind Forecasting to Combine NWP Output With Data From Weather Station

(2018) Pengwei Du   IEEE Transactions on Sustainable Energy

Improving Renewable Energy Forecasting With a Grid of Numerical Weather Predictions

(2017) Jose R. Andrade et al.   IEEE Transactions on Sustainable Energy

Efficient estimation of flood forecast prediction intervals via single- and multi-objective versions of the LUBE method

(2016) Lei Ye et al.   HYDROLOGICAL PROCESSES

Post-processing techniques and principal component analysis for regional wind power and solar irradiance forecasting

(2016) Federica Davò et al.   SOLAR ENERGY

Review on probabilistic forecasting of wind power generation

(2014) Yao Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of combined approaches for prediction of short-term wind speed and power

(2014) A. Tascikaraoglu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Short-term wind speed prediction using an unscented Kalman filter based state-space support vector regression approach

(2013) Kuilin Chen et al.   APPLIED ENERGY

A Gaussian mixture copula model based localized Gaussian process regression approach for long-term wind speed prediction

(2013) Jie Yu et al.   ENERGY

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

A case study on a hybrid wind speed forecasting method using BP neural network

(2011) Zhen-hai Guo et al.   KNOWLEDGE-BASED SYSTEMS

Kalman Filter and Analog Schemes to Postprocess Numerical Weather Predictions

(2011) Luca Delle Monache et al.   MONTHLY WEATHER REVIEW

Short term wind speed prediction based on evolutionary support vector regression algorithms

(2010) Sancho Salcedo-Sanz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Review of the use of Numerical Weather Prediction (NWP) Models for wind energy assessment

(2010) Sultan Al-Yahyai et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A hybrid statistical method to predict wind speed and wind power

(2010) Hui Liu et al.   RENEWABLE ENERGY

Very short-term wind power forecasting with neural networks and adaptive Bayesian learning

(2010) Ruddy Blonbou   RENEWABLE ENERGY

Forecasting the Wind Generation Using a Two-Stage Network Based on Meteorological Information

(2009) Shu Fan et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION