Yongyan Fu

Wind speed prediction by a swarm intelligence based deep learning model via signal decomposition and parameter optimization using improved chimp optimization algorithm

Leiming Suo, Peng Tian, Shihao Song et al. · Energy · 2023 · 109 citations

Natural Sciences, Computer Science, Meteorology +15

A novel DWTimesNet-based short-term multi-step wind power forecasting model using feature selection and auto-tuning methods

Chu Zhang, Yuhan Wang, Yongyan Fu et al. · Energy Conversion and Management · 2024 · 61 citations

Computing, Data Science, Meteorology +14

Hybrid solar radiation forecasting model with temporal convolutional network using data decomposition and improved artificial ecosystem-based optimization algorithm

Yuhan Wang, Chu Zhang, Yongyan Fu et al. · Energy · 2023 · 42 citations

Natural Sciences, Earth Sciences, Meteorology +17

An intelligent hybrid approach for photovoltaic power forecasting using enhanced chaos game optimization algorithm and Locality sensitive hashing based Informer model

Yongyan Fu, Yuhan Wang, Jinlin Xiong et al. · Journal of Building Engineering · 2023 · 42 citations

Engineering, Computational Engineering, Electrical Engineering +17

Hybrid intelligent deep learning model for solar radiation forecasting using optimal variational mode decomposition and evolutionary deep belief network - Online sequential extreme learning machine

Yiman Li, Zhi-zhen Song, Yongyan Fu et al. · Journal of Building Engineering · 2023 · 24 citations

Computing, Computer Science, Meteorology +13