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 · 180 citations

Natural Sciences, Data Science, Meteorology +14

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 · 146 citations · Full text

Computing, Data Science, Forecasting +16

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 · 141 citations

Natural Sciences, Meteorology, Machine Learning +11

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

Chengqing Yu, Fei Wang, Zezhi Shao et al. · 2023 · 112 citations · Full text

Computing, Computer Science, Forecasting +16

MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction

Chengqing Yu, Fei Wang, Yilun Wang et al. · Information Fusion · 2024 · 80 citations

Computing, Meteorology, Air Pollution +11