Short-term wind power forecasting approach based on Seq2Seq model using NWP data

Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Smart wind speed forecasting using EWT decomposition, GWO evolutionary optimization, RELM learning and IEWT reconstruction

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Short term wind power forecasting using hybrid variational mode decomposition and multi-kernel regularized pseudo inverse neural network

(2018) Jyotirmayee Naik et al.   RENEWABLE ENERGY

Deep belief network based k-means cluster approach for short-term wind power forecasting

(2018) Kejun Wang et al.   ENERGY

LSTM-EFG for wind power forecasting based on sequential correlation features

(2018) Ruiguo Yu et al.   Future Generation Computer Systems-The International Journal of eScience

Short-term wind speed and wind power prediction using hybrid empirical mode decomposition and kernel ridge regression

(2017) Jyotirmayee Naik et al.   APPLIED SOFT COMPUTING

Deep belief network based deterministic and probabilistic wind speed forecasting approach

(2016) H.Z. Wang et al.   APPLIED ENERGY

Forecasting wind power – Modeling periodic and non-linear effects under conditional heteroscedasticity

(2016) Florian Ziel et al.   APPLIED ENERGY

A hybrid neuro-fuzzy power prediction system for wind energy generation

(2016) Ahmed E. Saleh et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Day-Ahead Prediction of Wind Speed with Deep Feature Learning

(2016) Jie Wan et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Wind power day-ahead prediction with cluster analysis of NWP

(2016) Lei Dong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks

(2015) Hui Liu et al.   APPLIED ENERGY

Short-term wind power prediction based on LSSVM–GSA model

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

A Short-Term Wind Power Forecasting Approach With Adjustment of Numerical Weather Prediction Input by Data Mining

(2015) Qianyao Xu et al.   IEEE Transactions on Sustainable Energy

Support-Vector-Machine-Enhanced Markov Model for Short-Term Wind Power Forecast

(2015) Lei Yang et al.   IEEE Transactions on Sustainable Energy

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

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

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

(2012) Federico Cassola et al.   APPLIED ENERGY

Wind power prediction based on numerical and statistical models

(2012) Christos Stathopoulos et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A Wind Power Forecasting System to Optimize Grid Integration

(2012) William P. Mahoney et al.   IEEE Transactions on Sustainable Energy

AWNN-Assisted Wind Power Forecasting Using Feed-Forward Neural Network

(2012) Kanna Bhaskar et al.   IEEE Transactions on Sustainable Energy

Short-term wind power forecasting using ridgelet neural network

(2011) Nima Amjady et al.   ELECTRIC POWER SYSTEMS RESEARCH

Fine tuning support vector machines for short-term wind speed forecasting

(2011) Junyi Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

On comparing three artificial neural networks for wind speed forecasting

(2010) Gong Li et al.   APPLIED ENERGY

An adaptive framework based on multi-model data fusion for one-day-ahead wind power forecasting

(2010) A. Vaccaro et al.   ELECTRIC POWER SYSTEMS RESEARCH

Prediction of wind speed time series using modified Taylor Kriging method

(2010) Heping Liu et al.   ENERGY

A hybrid PSO–ANFIS approach for short-term wind power prediction in Portugal

(2010) H.M.I. Pousinho et al.   ENERGY CONVERSION AND MANAGEMENT

Piecewise Support Vector Machine Model for Short-Term Wind-power Prediction

(2009) Yongqian Liu et al.   International Journal of Green Energy

Wind forecasts for wind power generation using the Eta model

(2009) Lazar Lazić et al.   RENEWABLE ENERGY

Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering

(2008) P. Louka et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Day-ahead wind speed forecasting using f-ARIMA models

(2008) Rajesh G. Kavasseri et al.   RENEWABLE ENERGY

Analysis of wind power generation and prediction using ANN: A case study

(2007) M. Carolin Mabel et al.   RENEWABLE ENERGY