Chuanjin Yu

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

Chuanjin Yu, Yongle Li, Yulong Bao et al. · Energy Conversion and Management · 2018 · 182 citations

Meteorology, Novel Framework, Engineering +11

An improved Wavelet Transform using Singular Spectrum Analysis for wind speed forecasting based on Elman Neural Network

Chuanjin Yu, Yongle Li, Mingjin Zhang · Energy Conversion and Management · 2017 · 155 citations

Engineering, Wind Power Generation, Singular Spectrum Analysis +8

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

Jiajun He, Chuanjin Yu, Yongle Li et al. · Energy Conversion and Management · 2019 · 127 citations

Engineering, Ensemble Learning, Data Science +8

Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

Chuanjin Yu, Yongle Li, Mingjin Zhang · Energy Conversion and Management · 2017 · 114 citations

Forecasting Methodology, Engineering, Singular Spectrum Analysis +10

Data mining-assisted short-term wind speed forecasting by wavelet packet decomposition and Elman neural network

Chuanjin Yu, Yongle Li, Huoyue Xiang et al. · Journal of Wind Engineering and Industrial Aerodynamics · 2018 · 103 citations

Meteorology, Forecasting Methodology, Wavelet Packet Decomposition +7