Peng Tian

Quantifying the impact of climate variability and human activities on streamflow in the middle reaches of the Yellow River basin, China

Guangju Zhao, Peng Tian, Xingmin Mu et al. · Journal of Hydrology · 2014 · 378 citations

Climatology, River Basin Management, Yellow River Basin +9

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

Peng Tian, Chu Zhang, Jianzhong Zhou et al. · Energy · 2021 · 310 citations

Electrical Engineering, Integrated Framework, Engineering +8

A compound structure of ELM based on feature selection and parameter optimization using hybrid backtracking search algorithm for wind speed forecasting

Chu Zhang, Jianzhong Zhou, Chaoshun Li et al. · Energy Conversion and Management · 2017 · 268 citations

Speed Forecasting, Forecasting Methodology, Engineering +9

A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction

Jinlin Xiong, Peng Tian, Zihan Tao et al. · Energy · 2022 · 224 citations

Engineering, Machine Learning, Data Science +6

Runoff changes in the major river basins of China and their responses to potential driving forces

Lin Yang, Guangju Zhao, Peng Tian et al. · Journal of Hydrology · 2022 · 201 citations

River Basin Management, Engineering, Surface Runoff +10