Hourly day-ahead wind power forecasting with the EEMD-CSO-LSTM-EFG deep learning technique

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

(2018) Jingjing Song et al.   APPLIED ENERGY

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

(2018) Erick López et al.   Energies

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

(2018) Jie Chen 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

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

Different Models for Forecasting Wind Power Generation: Case Study

(2017) David Barbosa de Alencar et al.   Energies

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

A new design methodology to predict wind farm energy production by means of a spiking neural network-based system

(2017) Sebastian Brusca et al.   INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS

Wind Power Generation Forecasting Using Least Squares Support Vector Machine Combined with Ensemble Empirical Mode Decomposition, Principal Component Analysis and a Bat Algorithm

(2016) Qunli Wu et al.   Energies

Wind Speed Forecasting Based on FEEMD and LSSVM Optimized by the Bat Algorithm

(2015) Wei Sun et al.   Energies

A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

(2015) Liye Xiao et al.   ENERGY

Current status and future advances for wind speed and power forecasting

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

A hybrid forecasting approach applied to wind speed time series

(2013) Jianming Hu et al.   RENEWABLE ENERGY

Computation of Dynamic Operating Balancing Reserve for Wind Power Integration for the Time-Horizon 1–48 Hours

(2012) Nickie Menemenlis et al.   IEEE Transactions on Sustainable Energy

Demand Dispatch and Probabilistic Wind Power Forecasting in Unit Commitment and Economic Dispatch: A Case Study of Illinois

(2012) Audun Botterud et al.   IEEE Transactions on Sustainable Energy

A Probabilistic Method for Energy Storage Sizing Based on Wind Power Forecast Uncertainty

(2011) Hans Bludszuweit et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Current methods and advances in forecasting of wind power generation

(2011) Aoife M. Foley et al.   RENEWABLE ENERGY

Australian renewable energy progress

(2010) A. Zahedi   RENEWABLE & SUSTAINABLE ENERGY REVIEWS