Yang Liang

Applicability analysis of transformer to wind speed forecasting by a novel deep learning framework with multiple atmospheric variables

Wenjun Jiang, Bo Liu, Yang Liang et al. · Applied Energy · 2023 · 78 citations

Speed Forecasting, Meteorology, Numerical Weather Prediction +12

A novel hybrid deep learning model for multi-step wind speed forecasting considering pairwise dependencies among multiple atmospheric variables

Wenjun Jiang, Pengfei Lin, Yang Liang et al. · Energy · 2023 · 36 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +11

A state-of-the-art analysis on decomposition method for short-term wind speed forecasting using LSTM and a novel hybrid deep learning model

Yang Liang, Dongqin Zhang, Jize Zhang et al. · Energy · 2024 · 33 citations

Forecasting Methodology, Engineering, Machine Learning +11

Bilevel optimization of non-uniform offshore wind farm layout and cable routing for the refined LCOE using an enhanced PSO

Dongqin Zhang, Zhenqing Liu, Yang Liang et al. · Ocean Engineering · 2024 · 15 citations