Chengqing Yu

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

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Zezhi Shao, Fei Wang, Yongjun Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 113 citations · Full text

DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction

Chengqing Yu, Fei Wang, Zezhi Shao et al. · 2023 · 104 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

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