Zhaoshuang He

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

Yanhua Chen, Zhaoshuang He, Zhihao Shang et al. · Energy Conversion and Management · 2018 · 85 citations

Speed Forecasting, Forecasting Methodology, Echo State Network +8

Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization

Zhihao Shang, Zhaoshuang He, Yao Chen et al. · Energy · 2021 · 62 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +9

A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm

Zhaoshuang He, Yanhua Chen, Zhihao Shang et al. · Applied Mathematical Modelling · 2019 · 61 citations

Engineering, Aerospace Engineering, Aerodynamics +3

Combining forward with recurrent neural networks for hourly air quality prediction in Northwest of China

Zhili Zhao, Jian Qin, Zhaoshuang He et al. · Environmental Science and Pollution Research · 2020 · 48 citations · Full text

Meteorology, Environmental Monitoring, Engineering +9

A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting

Hairui Zhang, Yi Yang, Yu Zhang et al. · Neural Computing and Applications · 2020 · 43 citations

Intelligent Forecasting, Electrical Engineering, Short-term Electric Load +12