Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history

New perspectives on maximum wind energy extraction of variable-speed wind turbines using previewed wind speeds

(2020) Dongran Song et al.   ENERGY CONVERSION AND MANAGEMENT

A new approach to river flow forecasting: LSTM and GRU multivariate models

(2020) Gabriel Adriano de Melo et al.   IEEE Latin America Transactions

Multi-Step Short-Term Wind Speed Prediction Using a Residual Dilated Causal Convolutional Network with Nonlinear Attention

(2020) Kumar Shivam et al.   Energies

Trump’s “America first” energy policy, contingency and the reconfiguration of the global energy order

(2020) Farid Guliyev   ENERGY POLICY

Direct Multistep Wind Speed Forecasting Using LSTM Neural Network Combining EEMD and Fuzzy Entropy

(2019) Qiong Qin et al.   Applied Sciences-Basel

Multi-Step Wind Speed Forecasting Based On Ensemble Empirical Mode Decomposition, Long Short Term Memory Network and Error Correction Strategy

(2019) Yuansheng Huang et al.   Energies

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

(2019) Zhendong Zhang et al.   APPLIED ENERGY

Contribution of Variable Renewable Energy to increase energy security in Latin America: Complementarity and climate change impacts on wind and solar resources

(2019) Cindy Viviescas et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Ultra-short term wind prediction with wavelet transform, deep belief network and ensemble learning

(2019) He Jiajun et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed prediction model based on GA-ANN improved by VMD

(2019) Yagang Zhang et al.   RENEWABLE ENERGY

Gaussian Process Regression for numerical wind speed prediction enhancement

(2019) Haoshu Cai et al.   RENEWABLE ENERGY

A prediction approach using ensemble empirical mode decomposition‐permutation entropy and regularized extreme learning machine for short‐term wind speed

(2019) Zhongda Tian et al.   WIND ENERGY

A hybrid system for short-term wind speed forecasting

(2018) Qingqing He et al.   APPLIED ENERGY

Ensemble empirical mode decomposition based adaptive wavelet neural network method for wind speed prediction

(2018) Madasthu Santhosh 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

Use long short-term memory to enhance Internet of Things for combined sewer overflow monitoring

(2018) Duo Zhang et al.   JOURNAL OF HYDROLOGY

Interval Deep Generative Neural Network for Wind Speed Forecasting

(2018) Mahdi Khodayar et al.   IEEE Transactions on Smart Grid

A combined filtering strategy for short term and long term wind speed prediction with improved accuracy

(2018) Haoshu Cai et al.   RENEWABLE ENERGY

A novel framework for wind speed prediction based on recurrent neural networks and support vector machine

(2018) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Wind Speed Forecasting Method Using EEMD and the Combination Forecasting Method Based on GPR and LSTM

(2018) Yuansheng Huang et al.   Sustainability

Hybrid forecasting model based on long short term memory network and deep learning neural network for wind signal

(2018) Yong Qin et al.   APPLIED ENERGY

Wind power forecasting for a real onshore wind farm on complex terrain using WRF high resolution simulations

(2018) Miguel A. Prósper et al.   RENEWABLE ENERGY

Globalization in the wind energy industry: contribution and economic impact of European companies

(2018) Roberto Lacal-Arántegui   RENEWABLE ENERGY

A New Feature Extraction Method Based on EEMD and Multi-Scale Fuzzy Entropy for Motor Bearing

(2016) Huimin Zhao et al.   Entropy

The Wind Integration National Dataset (WIND) Toolkit

(2015) Caroline Draxl et al.   APPLIED ENERGY

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

(2015) Jianzhou Wang et al.   RENEWABLE ENERGY

A review of combined approaches for prediction of short-term wind speed and power

(2014) A. Tascikaraoglu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Impact of Wind Forecast Error Statistics Upon Unit Commitment

(2012) Colm Lowery et al.   IEEE Transactions on Sustainable Energy