Haikun Wei

Short-term wind speed forecasting using empirical mode decomposition and feature selection

Chi Zhang, Haikun Wei, Junsheng Zhao et al. · Renewable Energy · 2016 · 182 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +9

A Gaussian process regression based hybrid approach for short-term wind speed prediction

Chi Zhang, Haikun Wei, Xin Zhao et al. · Energy Conversion and Management · 2016 · 177 citations

Gaussian Process Regression, Engineering, Data Science +10

3D-CNN-based feature extraction of ground-based cloud images for direct normal irradiance prediction

Xin Zhao, Haikun Wei, Hai Wang et al. · Solar Energy · 2019 · 155 citations

Earth Observation, Image Analysis, Machine Vision +10

Wind power prediction with missing data using Gaussian process regression and multiple imputation

Tianhong Liu, Haikun Wei, Kanjian Zhang · Applied Soft Computing · 2018 · 120 citations

Gaussian Process Regression, Engineering, Wind Power Generation +10

Direct interval forecasting of wind speed using radial basis function neural networks in a multi-objective optimization framework

Chi Zhang, Haikun Wei, Liping Xie et al. · Neurocomputing · 2016 · 118 citations

Forecasting Methodology, Engineering, Multi-objective Optimization Framework +8