Hourly day ahead wind speed forecasting based on a hybrid model of EEMD, CNN-Bi-LSTM embedded with GA optimization

Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks

(2021) K.U. Jaseena et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China

(2021) Chen Wang et al.   ENERGY CONVERSION AND MANAGEMENT

2-D regional short-term wind speed forecast based on CNN-LSTM deep learning model

(2021) Yaoran Chen et al.   ENERGY CONVERSION AND MANAGEMENT

A review of wind speed and wind power forecasting with deep neural networks

(2021) Yun Wang et al.   APPLIED ENERGY

Multi-step ahead short-term wind speed forecasting approach coupling variational mode decomposition, improved beetle antennae search algorithm-based synchronous optimization and Volterra series model

(2021) Wenlong Fu et al.   RENEWABLE ENERGY

A combined forecasting system based on modified multi-objective optimization and sub-model selection strategy for short-term wind speed

(2020) Qingguo Zhou et al.   APPLIED SOFT COMPUTING

Wind power forecasting – A data-driven method along with gated recurrent neural network

(2020) Adam Kisvari et al.   RENEWABLE ENERGY

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

(2020) Aytaç Altan et al.   APPLIED SOFT COMPUTING

Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data

(2018) Ravinesh C. Deo et al.   RENEWABLE ENERGY

Optimal capacity design of battery and hydrogen system for the DC grid with photovoltaic power generation based on the rapid estimation of grid dependency

(2017) Thi Hoai Thu Nguyen et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

ARIMA-Based Frequency-Decomposed Modeling of Wind Speed Time Series

(2016) Kalid Yunus et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

(2013) Da Liu 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