Jiaqi Tan

Deep reinforcement learning based energy management strategy for range extend fuel cell hybrid electric vehicle

Yin Huang, Haoqin Hu, Jiaqi Tan et al. · Energy Conversion and Management · 2023 · 94 citations

Electrical Engineering, Engineering, Deep Reinforcement +7

Optimization of PEMFC system operating conditions based on neural network and PSO to achieve the best system performance

Jiaqi Tan, Haoqin Hu, Shengnan Liu et al. · International Journal of Hydrogen Energy · 2022 · 63 citations

Search Optimization, Electrical Engineering, Pemfc System +5

Multi-objective optimization of proton exchange membrane fuel cell geometry and operating parameters based on three new performance evaluation indexes

Shengnan Liu, Jiaqi Tan, Haoqin Hu et al. · Energy Conversion and Management · 2023 · 46 citations

Catalytic Membrane, Chemical Engineering, Engineering +6

Multi-objective optimization of gradient porosity of gas diffusion layer and operation parameters in PEMFC based on recombination optimization compromise strategy

Xuping Mao, Shengnan Liu, Jiaqi Tan et al. · International Journal of Hydrogen Energy · 2023 · 45 citations

Chemical Engineering, Electrical Engineering, Engineering +3

Deep reinforcement learning based energymanagement strategy considering running costs and energy source aging for fuel cell hybrid electric vehicle

Yin Huang, Zehao Kang, Xuping Mao et al. · Energy · 2023 · 41 citations

Energymanagement Strategy, Engineering, Deep Reinforcement +8