A Novel Hybrid Strategy Using Three-Phase Feature Extraction and a Weighted Regularized Extreme Learning Machine for Multi-Step Ahead Wind Speed Prediction

A Least Squares Support Vector Machine Optimized by Cloud-Based Evolutionary Algorithm for Wind Power Generation Prediction

(2016) Qunli Wu et al.   Energies

A new wind power prediction method based on chaotic theory and Bernstein Neural Network

(2016) Cong Wang et al.   ENERGY

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

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

Comparison of new hybrid FEEMD-MLP, FEEMD-ANFIS, Wavelet Packet-MLP and Wavelet Packet-ANFIS for wind speed predictions

(2015) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms

(2015) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Error analysis of hybrid photovoltaic power forecasting models: A case study of mediterranean climate

(2015) Maria Grazia De Giorgi et al.   ENERGY CONVERSION AND MANAGEMENT

Outlier-robust extreme learning machine for regression problems

(2015) Kai Zhang et al.   NEUROCOMPUTING

A self-adaptive hybrid approach for wind speed forecasting

(2015) Jianzhou Wang et al.   RENEWABLE ENERGY

Medium-term wind speeds forecasting utilizing hybrid models for three different sites in Xinjiang, China

(2015) Jianzhou Wang et al.   RENEWABLE ENERGY

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

(2015) Ye Ren et al.   IEEE Transactions on Sustainable Energy

Support vector regression methodology for wind turbine reaction torque prediction with power-split hydrostatic continuous variable transmission

(2014) Shahaboddin Shamshirband et al.   ENERGY

Wind speed estimation using multilayer perceptron

(2014) Ramón Velo et al.   ENERGY CONVERSION AND MANAGEMENT

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

On the computational complexity of the empirical mode decomposition algorithm

(2014) Yung-Hung Wang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Current status and future advances for wind speed and power forecasting

(2014) Jaesung Jung et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Pattern-Based Wind Speed Prediction Based on Generalized Principal Component Analysis

(2014) Qinghua Hu et al.   IEEE Transactions on Sustainable Energy

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

(2013) Jie Yu et al.   ENERGY

Multifractal description of wind power fluctuations using arbitrary order Hilbert spectral analysis

(2013) Rudy Calif et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

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

(2012) Federico Cassola et al.   APPLIED ENERGY

Modeling of atmospheric wind speed sequence using a lognormal continuous stochastic equation

(2012) R. Calif et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Evaluation of hybrid forecasting approaches for wind speed and power generation time series

(2012) Jing Shi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks

(2012) Hui Liu et al.   RENEWABLE ENERGY

A corrected hybrid approach for wind speed prediction in Hexi Corridor of China

(2011) Zhenhai Guo et al.   ENERGY

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

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

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

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

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

Regularized extreme learning machine for regression problems

(2011) José M. Martínez-Martínez et al.   NEUROCOMPUTING

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

(2011) Zhenhai Guo et al.   RENEWABLE ENERGY

On comparing three artificial neural networks for wind speed forecasting

(2010) Gong Li et al.   APPLIED ENERGY

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

Stochastic models for wind speed forecasting

(2010) S. Bivona et al.   ENERGY CONVERSION AND MANAGEMENT

Very short-term wind speed prediction: A new artificial neural network–Markov chain model

(2010) S.A. Pourmousavi Kani et al.   ENERGY CONVERSION AND MANAGEMENT

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

Improvement of Auto-Regressive Integrated Moving Average models using Fuzzy logic and Artificial Neural Networks (ANNs)

(2008) Mehdi Khashei et al.   NEUROCOMPUTING