A Hybrid Framework for Short Term Multi-Step Wind Speed Forecasting Based on Variational Model Decomposition and Convolutional Neural Network

An Agent-based Stock-flow Consistent Model of the Sustainable Transition in the Energy Sector

(2018) Linda Ponta et al.   ECOLOGICAL ECONOMICS

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

(2018) Jujie Wang et al.   Energies

Wind Power Forecasting Based on Echo State Networks and Long Short-Term Memory

(2018) Erick López et al.   Energies

A parameter-adaptive VMD method based on grasshopper optimization algorithm to analyze vibration signals from rotating machinery

(2018) Xin Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction interval forecasting of wind speed and wind power using modes decomposition based low rank multi-kernel ridge regression

(2018) Jyotirmayee Naik et al.   RENEWABLE ENERGY

An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm

(2018) Hui Liu et al.   RENEWABLE ENERGY

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

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

Comparing Variational and Empirical Mode Decomposition in Forecasting Day-Ahead Energy Prices

(2017) Salim Lahmiri   IEEE Systems Journal

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

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

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

A state tendency measurement for a hydro-turbine generating unit based on aggregated EEMD and SVR

(2015) Wenlong Fu et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Variational Mode Decomposition

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

Wind forecasts for wind power generation using the Eta model

(2009) Lazar Lazić et al.   RENEWABLE ENERGY