Xingdou Liu

A unified multi-step wind speed forecasting framework based on numerical weather prediction grids and wind farm monitoring data

Xingdou Liu, Li Zhang, Jiangong Wang et al. · Renewable Energy · 2023 · 41 citations · Full text

Engineering, Weather Forecasting, Wind Engineering +17

A hybrid TCN-BiLSTM short-term load forecasting model for ship electric propulsion systems combined with multi-step feature processing

Shuo Pang, Liang Zou, Li Zhang et al. · Ocean Engineering · 2024 · 17 citations

Ultra-short-term Wind Power Prediction Model Based on VMD Decomposition and LSTM

Xingdou Liu, Li Zhang, Zhirui Zhang et al. · IOP Conference Series Earth and Environmental Science · 2021 · 10 citations · Full text

Engineering, Wind Power Generation, Data Science +12

A three-layer energy management system for hydrogen-powered ships combined instantaneous load forecasting

Jun Jiang, Liang Zou, Li Zhang et al. · Electric Power Systems Research · 2025 · 10 citations

A two-level real-time energy management strategy incorporating load forecasting for hydrogen fuel cell-powered ships

Jun Jiang, Liang Zou, Xingdou Liu et al. · Energy Conversion and Management · 2025 · 10 citations