Weigang Zhao

Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

Zhenhai Guo, Weigang Zhao, Haiyan Lu et al. · Renewable Energy · 2011 · 515 citations · Full text

Meteorology, Engineering, Multi-step Forecasting +8

Using multi-output feedforward neural network with empirical mode decomposition based signal filtering for electricity demand forecasting

Ning An, Weigang Zhao, Jianzhou Wang et al. · Energy · 2012 · 192 citations · Full text

Signal Filtering, Engineering, Smart Grid +9

Research progress of the thermophysical and mechanical properties of concrete subjected to freeze-thaw cycles

Xinyu Zheng, Yingrui Wang, Shaoqi Zhang et al. · Construction and Building Materials · 2022 · 131 citations

Freeze-thaw Cycling, Engineering, Mechanical Properties +8

A novel combined model for wind speed prediction – Combination of linear model, shallow neural networks, and deep learning approaches

Shuai Wang, Jianzhou Wang, Haiyan Lu et al. · Energy · 2021 · 114 citations

Deep Learning Approaches, Deep Neural Networks, Engineering +11

Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm

Jianming Hu, Jiani Heng, Jiemei Wen et al. · Renewable Energy · 2020 · 99 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +13