Haochen Sun

Data-driven reinforcement-learning-based hierarchical energy management strategy for fuel cell/battery/ultracapacitor hybrid electric vehicles

Haochen Sun, Zhumu Fu, Fazhan Tao et al. · Journal of Power Sources · 2020 · 223 citations

Engineering, Automotive Engineering, Autonomous Systems +12

Driving-Behavior-Aware Optimal Energy Management Strategy for Multi-Source Fuel Cell Hybrid Electric Vehicles Based on Adaptive Soft Deep-Reinforcement Learning

Haochen Sun, Fazhan Tao, Zhumu Fu et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 61 citations

Engineering, Automotive Engineering, Energy Management +16

Optimizing fuel economy of fuel cell hybrid electric vehicle based on energy management strategy with integrated rapid thermal regulation

Xiaolong Tian, Fazhan Tao, Zhumu Fu et al. · Engineering Applications of Artificial Intelligence · 2024 · 39 citations

Engineering, Automotive Engineering, Mechanical Engineering +17

Multiobjective Optimization of Safety, Comfort, Fuel Economy, and Power Sources Durability for FCHEV in Car-Following Scenarios

Longlong Zhu, Fazhan Tao, Zhumu Fu et al. · IEEE Transactions on Transportation Electrification · 2022 · 37 citations

Engineering, Automotive Engineering, Mechanical Engineering +17

Battery-degradation-involved energy management strategy based on deep reinforcement learning for fuel cell/battery/ultracapacitor hybrid electric vehicle

Hongxin Lu, Fazhan Tao, Zhumu Fu et al. · Electric Power Systems Research · 2023 · 35 citations

Engineering, Automotive Engineering, Autonomous Systems +16