Chengming Yu

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 novel axle temperature forecasting method based on decomposition, reinforcement learning optimization and neural network

Hui Liu, Chengming Yu, Chengqing Yu et al. · Advanced Engineering Informatics · 2020 · 50 citations · Full text

Forecasting Methodology, Engineering, Energy Management +9

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

A new hybrid model based on secondary decomposition, reinforcement learning and SRU network for wind turbine gearbox oil temperature forecasting

Hui Liu, Chengqing Yu, Chengming Yu · Measurement · 2021 · 43 citations

Forecasting Methodology, Engineering, Energy Management +8