Chunchun Jia

Learning-based model predictive energy management for fuel cell hybrid electric bus with health-aware control

Chunchun Jia, Hongwen He, Jiaming Zhou et al. · Applied Energy · 2023 · 150 citations

Electrical Engineering, Energy Control, Engineering +9

A performance degradation prediction model for PEMFC based on bi-directional long short-term memory and multi-head self-attention mechanism

Chunchun Jia, Hongwen He, Jiaming Zhou et al. · International Journal of Hydrogen Energy · 2024 · 132 citations

Electrical Engineering, Engineering, Multi-head Self-attention Mechanism +2

A novel energy management strategy for hybrid electric bus with fuel cell health and battery thermal- and health-constrained awareness

Chunchun Jia, Jiaming Zhou, Hongwen He et al. · Energy · 2023 · 128 citations

Energy-efficient Transportation, Electrical Engineering, Fuel Cell Health +12

Energy sources durability energy management for fuel cell hybrid electric bus based on deep reinforcement learning considering future terrain information

Kunang Li, Jiaming Zhou, Chunchun Jia et al. · International Journal of Hydrogen Energy · 2023 · 121 citations

Engineering, Deep Reinforcement, Deep Reinforcement Learning +7

Health-conscious deep reinforcement learning energy management for fuel cell buses integrating environmental and look-ahead road information

Chunchun Jia, Jiaming Zhou, Hongwen He et al. · Energy · 2023 · 103 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +7