Two-phase deep learning model for short-term wind direction forecasting

Prediction of Wind Power Ramp Events Based on Residual Correction

(2019) Tinghui Ouyang et al.   RENEWABLE ENERGY

The multi-objective optimization of combustion system operations based on deep data-driven models

(2019) Zhenhao Tang et al.   ENERGY

Chaotic wind power time series prediction via switching data-driven modes

(2019) Tinghui Ouyang et al.   RENEWABLE ENERGY

Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks

(2018) Aowabin Rahman et al.   APPLIED ENERGY

Forecasting spot electricity prices: Deep learning approaches and empirical comparison of traditional algorithms

(2018) Jesus Lago et al.   APPLIED ENERGY

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

(2018) Jingjing Song et al.   APPLIED ENERGY

Ensemble empirical mode decomposition based adaptive wavelet neural network method for wind speed prediction

(2018) Madasthu Santhosh 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

Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM

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

A combination forecasting approach applied in multistep wind speed forecasting based on a data processing strategy and an optimized artificial intelligence algorithm

(2018) Zhongshan Yang et al.   APPLIED ENERGY

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

(2018) Yanhua Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed and wind direction forecasting using echo state network with nonlinear functions

(2018) Mohammad Amin Chitsazan et al.   RENEWABLE ENERGY

A coarse-to-fine decomposing strategy of VMD for extraction of weak repetitive transients in fault diagnosis of rotating machines

(2018) Xingxing Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fast short-term global solar irradiance forecasting with wrapper mutual information

(2018) Hassen Bouzgou et al.   RENEWABLE ENERGY

A new high-dimensional time series approach for wind speed, wind direction and air pressure forecasting

(2017) Daniel Ambach et al.   ENERGY

Predictive model of yaw error in a wind turbine

(2017) Tinghui Ouyang et al.   ENERGY

A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting

(2017) Wenyu Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

A hybrid forecasting approach applied in the electrical power system based on data preprocessing, optimization and artificial intelligence algorithms

(2016) Ping Jiang et al.   APPLIED MATHEMATICAL MODELLING

A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

Wind direction forecasting with artificial neural networks and support vector machines

(2015) F. Tagliaferri et al.   OCEAN ENGINEERING

Fitting a mixture of von Mises distributions in order to model data on wind direction in Peninsular Malaysia

(2013) N. Masseran et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm

(2013) Da Liu et al.   RENEWABLE ENERGY

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

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

ARMA based approaches for forecasting the tuple of wind speed and direction

(2010) Ergin Erdem et al.   APPLIED ENERGY

Prediction of wind speed time series using modified Taylor Kriging method

(2010) Heping Liu et al.   ENERGY

Day-ahead wind speed forecasting using f-ARIMA models

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

Short term wind speed forecasting in La Venta, Oaxaca, México, using artificial neural networks

(2008) Erasmo Cadenas et al.   RENEWABLE ENERGY