Xiujie Qiao

Metaheuristic evolutionary deep learning model based on temporal convolutional network, improved aquila optimizer and random forest for rainfall-runoff simulation and multi-step runoff prediction

Xiujie Qiao, Peng Tian, Na Sun et al. · Expert Systems with Applications · 2023 · 59 citations

Surface Runoff, Engineering, Data Science +6

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 · 49 citations

Engineering, Wind Power Generation, Data Science +9

State-of-health estimation for lithium-ion battery via an evolutionary Stacking ensemble learning paradigm of random vector functional link and active-state-tracking long–short-term memory neural network

Yue Zhang, Yeqin Wang, Chu Zhang et al. · Applied Energy · 2023 · 37 citations

Artificial Intelligence, Engineering, Machine Learning +7

Simultaneous forecasting of wind speed for multiple stations based on attribute-augmented spatiotemporal graph convolutional network and tree-structured parzen estimator

Chu Zhang, Xiujie Qiao, Zhao Zhang et al. · Energy · 2024 · 18 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +8

An evolutionary robust soft measurement technique via enhanced atom search optimization and outlier robust extreme learning machine for wastewater treatment process

Jinlin Xiong, Zihan Tao, Lei Hua et al. · Journal of Water Process Engineering · 2023 · 15 citations

Search Optimization, Engineering, Machine Learning +6