A New Hybrid Prediction Method of Ultra-Short-Term Wind Power Forecasting Based on EEMD-PE and LSSVM Optimized by the GSA

Data-Driven Correction Approach to Refine Power Curve of Wind Farm Under Wind Curtailment

(2018) Yongning Zhao et al.   IEEE Transactions on Sustainable Energy

Applications of Hybrid EMD with PSO and GA for an SVR-Based Load Forecasting Model

(2017) Guo-Feng Fan et al.   Energies

Wind Speed Forecasting Based on EMD and GRNN Optimized by FOA

(2017) Dongxiao Niu et al.   Energies

Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting

(2017) Jianzhou Wang et al.   ENERGY

Short-term wind speed prediction: Hybrid of ensemble empirical mode decomposition, feature selection and error correction

(2017) Yan Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-step wind speed forecasting based on a hybrid forecasting architecture and an improved bat algorithm

(2017) Liye Xiao et al.   ENERGY CONVERSION AND MANAGEMENT

A Hybrid Forecasting Method for Wind Power Ramp Based on Orthogonal Test and Support Vector Machine (OT-SVM)

(2017) Yongqian Liu et al.   IEEE Transactions on Sustainable Energy

Simulation of Wind-Battery Microgrid Based on Short-Term Wind Power Forecasting

(2017) Konstantinos Genikomsakis et al.   Applied Sciences-Basel

Evaluation of a multiple linear regression model and SARIMA model in forecasting heat demand for district heating system

(2016) Tingting Fang et al.   APPLIED ENERGY

A novel bidirectional mechanism based on time series model for wind power forecasting

(2016) Yongning Zhao et al.   APPLIED ENERGY

Exploiting sparsity of interconnections in spatio-temporal wind speed forecasting using Wavelet Transform

(2016) Akin Tascikaraoglu et al.   APPLIED ENERGY

Hybridization of Chaotic Quantum Particle Swarm Optimization with SVR in Electric Demand Forecasting

(2016) Min-Liang Huang   Energies

Short-term wind power combined forecasting based on error forecast correction

(2016) Zhengtang Liang et al.   ENERGY CONVERSION AND MANAGEMENT

Deterministic and probabilistic interval prediction for short-term wind power generation based on variational mode decomposition and machine learning methods

(2016) Yachao Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Linear and non-linear autoregressive models for short-term wind speed forecasting

(2016) M. Lydia et al.   ENERGY CONVERSION AND MANAGEMENT

Wind power day-ahead prediction with cluster analysis of NWP

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

Improved week-ahead predictions of wind speed using simple linear models with wavelet decomposition

(2016) Dennis C. Kiplangat et al.   RENEWABLE ENERGY

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

(2016) Federica Davò et al.   SOLAR ENERGY

Wind Power Grid Connected Capacity Prediction Using LSSVM Optimized by the Bat Algorithm

(2015) Qunli Wu et al.   Energies

A novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance

(2015) Zibo Dong et al.   ENERGY

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

Wind power forecast using wavelet neural network trained by improved Clonal selection algorithm

(2015) Hamed Chitsaz et al.   ENERGY CONVERSION AND MANAGEMENT

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

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

Short-term wind power forecasting using adaptive neuro-fuzzy inference system combined with evolutionary particle swarm optimization, wavelet transform and mutual information

(2015) G.J. Osório 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

Short-term wind power forecasting using hybrid method based on enhanced boosting algorithm

(2015) Yu JIANG et al.   Journal of Modern Power Systems and Clean Energy

Comparison Between Wind Power Prediction Models Based on Wavelet Decomposition with Least-Squares Support Vector Machine (LS-SVM) and Artificial Neural Network (ANN)

(2014) Maria De Giorgi et al.   Energies

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 Power Forecasting Using the Enhanced Particle Swarm Optimization Based Hybrid Method

(2013) Wen-Yeau Chang   Energies

Forecasting wind power in the Mai Liao Wind Farm based on the multi-layer perceptron artificial neural network model with improved simplified swarm optimization

(2013) Wei-Chang Yeh et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A comprehensive review on wind turbine power curve modeling techniques

(2013) M. Lydia et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2013) Da Liu et al.   RENEWABLE ENERGY

Wind speed forecasting using autoregressive moving average/generalized autoregressive conditional heteroscedasticity model

(2011) Wen Jiang et al.   EUROPEAN TRANSACTIONS ON ELECTRICAL POWER

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

(2011) Zhenhai Guo et al.   RENEWABLE ENERGY

A review on the young history of the wind power short-term prediction

(2007) Alexandre Costa et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS