Liqiang Yao

Wind speed forecasting based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation

Zhendong Zhang, Hui Qin, Yongqi Liu et al. · Energy Conversion and Management · 2019 · 139 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

Humidity- and light-driven actuators based on carbon nanotube-coated paper and polymer composite

Peidi Zhou, Luzhuo Chen, Liqiang Yao et al. · Nanoscale · 2018 · 122 citations

Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

Zhendong Zhang, Hui Qin, Yongqi Liu et al. · Energy Conversion and Management · 2019 · 110 citations

Engineering, Machine Learning, Data Science +8

Short-term optimal operation of wind-solar-hydro hybrid system considering uncertainties

Zhendong Zhang, Hui Qin, Jie Li et al. · Energy Conversion and Management · 2019 · 103 citations

Energy Optimization, Power System Optimization, Hybrid Energy System +2

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network

Shaoqian Pei, Hui Qin, Zhendong Zhang et al. · Energy Conversion and Management · 2019 · 82 citations

Engineering, Wind Power Generation, Data Science +7