Guangxi Yan

A new hybrid ensemble deep reinforcement learning model for wind speed short term forecasting

Hui Liu, Chengqing Yu, Haiping Wu et al. · Energy · 2020 · 178 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +5

A multi-factor driven spatiotemporal wind power prediction model based on ensemble deep graph attention reinforcement learning networks

Chengqing Yu, Guangxi Yan, Chengming Yu et al. · Energy · 2022 · 130 citations

Engineering, Machine Learning, Data Science +7

A Survey on Fault Diagnosis Approaches for Rolling Bearings of Railway Vehicles

Guangxi Yan, Chen Jiang, Yu Bai et al. · Processes · 2022 · 67 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +10

A new ensemble deep graph reinforcement learning network for spatio-temporal traffic volume forecasting in a freeway network

Pan Shang, Xinwei Liu, Chengqing Yu et al. · Digital Signal Processing · 2022 · 55 citations

Intelligent Traffic Management, Freeway Network, Engineering +7

Attention mechanism is useful in spatio-temporal wind speed prediction: Evidence from China

Chengqing Yu, Guangxi Yan, Chengming Yu et al. · Applied Soft Computing · 2023 · 47 citations

Meteorology, Cognitive Science, Engineering +7