Ningkang Yang

Multiobjective Intelligent Energy Management for Hybrid Electric Vehicles Based on Multiagent Reinforcement Learning

Ningkang Yang, Lijin Han, Rui Liu et al. · IEEE Transactions on Transportation Electrification · 2023 · 84 citations

Engineering, Education, Hybrid Electric Vehicle +17

Reinforcement learning-based real-time intelligent energy management for hybrid electric vehicles in a model predictive control framework

Ningkang Yang, Shumin Ruan, Lijin Han et al. · Energy · 2023 · 66 citations

Engineering, Intelligent Energy System, Smart Grid +7

Energy Management for a Hybrid Electric Vehicle Based on Blended Reinforcement Learning With Backward Focusing and Prioritized Sweeping

Ningkang Yang, Lijin Han, Changle Xiang et al. · IEEE Transactions on Vehicular Technology · 2021 · 58 citations

Engineering, Intelligent Energy System, Energy Efficiency +12

Real-time energy-saving control for HEVs in car-following scenario with a double explicit MPC approach

Shumin Ruan, Yue Ma, Ningkang Yang et al. · Energy · 2022 · 53 citations

Car-following Scenario, Engineering, Aerospace Engineering +8

Predictive energy management strategy of dual-mode hybrid electric vehicles combining dynamic coordination control and simultaneous power distribution

Lingxiong Guo, Hui Liu, Lijin Han et al. · Energy · 2022 · 42 citations

Electrical Engineering, Engineering, Smart Grid +8