Xiaolei Liu

Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

Xiaolei Liu, Zi Lin, Zi‐Ming Feng · Energy · 2021 · 404 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +6

Wind power forecasting – A data-driven method along with gated recurrent neural network

Adam Kisvari, Zi Lin, Xiaolei Liu · Renewable Energy · 2020 · 373 citations

Forecasting Methodology, Engineering, Wind Power Generation +12

Short-term offshore wind power forecasting - A hybrid model based on Discrete Wavelet Transform (DWT), Seasonal Autoregressive Integrated Moving Average (SARIMA), and deep-learning-based Long Short-Term Memory (LSTM)

Wanqing Zhang, Zi Lin, Xiaolei Liu · Renewable Energy · 2021 · 244 citations

Floating Wind Turbine, Engineering, Data Science +8

Wind power forecasting of an offshore wind turbine based on high-frequency SCADA data and deep learning neural network

Zi Lin, Xiaolei Liu · Energy · 2020 · 243 citations

Floating Wind Turbine, Engineering, Wind Power Generation +11

Assessment of deep geothermal energy exploitation methods: The need for novel single-well solutions

Gioia Falcone, Xiaolei Liu, Roy Radido Okech et al. · Energy · 2018 · 165 citations · Full text

Geotechnical Engineering, Engineering, Energy Efficiency +6