Data-Driven Transferred Energy Management Strategy for Hybrid Electric Vehicles via Deep Reinforcement Learning

no code implementations • 7 Sep 2020 • Hao Chen, Gang Guo, Bangbei Tang, Guo Hu, Xiaolin Tang, Teng Liu

For specification, many source driving cycles are utilized for training the parameters of deep network based on PPO.

energy management Management +1

Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences

no code implementations • 16 Jul 2020 • Hao Chen, Xiaolin Tang, Guo Hu, Teng Liu

With online and real-time requirements in mind, this article presents a human-like energy management framework for hybrid electric vehicles according to deep reinforcement learning methods and collected historical driving data.

energy management Management +2