Xilei Sun

An energy management strategy for plug-in hybrid electric vehicles based on deep learning and improved model predictive control

Xilei Sun, Jianqin Fu, Huiyong Yang et al. · Energy · 2023 · 157 citations

Electrical Engineering, Energy Management Strategy, Engineering +9

Many-objective optimization of BEV design parameters based on gradient boosting decision tree models and the NSGA-III algorithm considering the ambient temperature

Xilei Sun, Jianqin Fu · Energy · 2023 · 78 citations

Many-objective Optimization, Engineering, Energy Management +11

An improved neural network model for predicting the remaining useful life of proton exchange membrane fuel cells

Xilei Sun, Mingke Xie, Jianqin Fu et al. · International Journal of Hydrogen Energy · 2023 · 44 citations

Electrical Engineering, Chemical Engineering, Engineering +6

Multi-objective optimization for combustion, thermodynamic and emission characteristics of Atkinson cycle engine using tree-based machine learning and the NSGA II algorithm

Xilei Sun, Mingke Xie, Feng Zhou et al. · Fuel · 2023 · 42 citations

Engineering, Energy Efficiency, Energy Management +10

Multi-objective optimization for impeller structure parameters of fuel cell air compressor using linear-based boosting model and reference vector guided evolutionary algorithm

Jianqin Fu, Xilei Sun, Huanhuan Bao et al. · Applied Energy · 2024 · 40 citations

Engineering, Aerospace Engineering, Intelligent Optimization +8