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 · 88 citations

Engineering, Automotive Engineering, Energy Management +16

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 · 75 citations

Engineering, Automotive Engineering, Autonomous Systems +14

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 · 62 citations

Engineering, Automotive Engineering, Autonomous Vehicles +16

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 · 56 citations

Engineering, Automotive Engineering, Autonomous Systems +16

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 · 46 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +16