Year  Title  Author 
2017

Circuit Fault Diagnosis Method of Wind Power Converter with WaveletDBN 
Y Liu, Y Chai, S Wei, Z Luo

2017

Characterizing Time Series Data Diversity for Wind Forecasting 
C Feng, EK Chartan, BM Hodge, J Zhang

2017

Shortterm Wind Energy Prediction Algorithm Based on SAGADBNs 
W Fei, WU Zhong

2017

Big multistep wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm 
H Liu, Z Duan, F Han, Y Li

2017

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network 
H Liu, X Mi, Y Li

2017

Wind Power Prediction using Deep Neural Network based Meta Regression and Transfer Learning 
AS Qureshi, A Khan, A Zameer, A Usman

2017

Wind Turbine Failure Risk Assessment Model Based on DBN 
C Fei, F Zhongguang

2017

The optimization of wind power interval forecast 
X Yu, H Zang

2017

Autoencoder for wind power prediction 
S Tasnim, A Rahman, AMT Oo, ME Haque

2017

Prediction of Wind Speed Fluctuation Using Deep Belief Network with Ensemble Learning Method 
S Yoshida, H Suzuki, T Kitajima, T Yasuno

2016

Deep Learning for Wind Speed Forecasting in Northeastern Region of Brazil 
AT Sergio, TB Ludermir

2016

A very short term wind power prediction approach based on Multilayer Restricted Boltzmann Machine 
X Peng, L Xiong, J Wen, Y Xu, W Fan, S Feng, B Wang

2016

Shortterm prediction of wind power based on deep Long ShortTerm Memory 
Q Xiaoyun, K Xiaoning, Z Chao, J Shuai, M Xiuda

2016

Deep belief network based deterministic and probabilistic wind speed forecasting approach 
HZ Wang, GB Wang, GQ Li, JC Peng, YT Liu

2016

A hybrid wind power prediction method 
Y Tao, H Chen

2016

Deep learning based ensemble approach for probabilistic wind power forecasting 
H Wang, G Li, G Wang, J Peng, H Jiang, Y Liu

2016

A hybrid wind power forecasting model based on data mining and wavelets analysis 
R Azimi, M Ghofrani, M Ghayekhloo

2016

ELM Based Representational Learning for Fault Diagnosis of Wind Turbine Equipment 
Z Yang, X Wang, PK Wong, J Zhong

2015

Deep Neural Networks for Wind Energy Prediction 
D Díaz, A Torres, JR Dorronsoro

2015

Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting 
CY Zhang, CLP Chen, M Gan, L Chen

2015

Resilient Propagation for Multivariate Wind Power Prediction 
J Stubbemann, NA Treiber, O Kramer

2015

Transfer learning for shortterm wind speed prediction with deep neural networks 
Q Hu, R Zhang, Y Zhou

2014

Wind Power Prediction and Pattern Feature Based on Deep Learning Method 
Y Tao, H Chen, C Qiu
