Jiankun Peng

发表

Deep Learning for Vehicle Speed Prediction

Hongwen He, Menglin Li, Mei Yan, 2018, Energy Procedia.

A Deep Reinforcement Learning Based Car Following Model for Electric Vehicle

Bin Ran, Huachun Tan, Jiankun Peng, 2019, 智能城市应用.

Predictive Energy Management for Hybrid Electric Vehicle Considering Driver’s Intention

Hongwen He, Jiankun Peng, Menglin Li, 2019 .

Deep Reinforcement Learning-Based Energy Management for a Series Hybrid Electric Vehicle Enabled by History Cumulative Trip Information

Hongwen He, Yuecheng Li, Jiankun Peng, 2019, IEEE Transactions on Vehicular Technology.

Energy management based on reinforcement learning with double deep Q-learning for a hybrid electric tracked vehicle

Jingda Wu, Yuecheng Li, Hongwen He, 2019, Applied Energy.

The Study on Multi-scale Prediction of Future Driving Cycle Based on Markov Chain

Hongwen He, Yuecheng Li, Jiankun Peng, 2017 .

Power Management for a Plug-in Hybrid Electric Vehicle Based on Reinforcement Learning with Continuous State and Action Spaces

Hongwen He, Hailong Zhang, Yuecheng Li, 2017 .

Lithium-ion battery SOC estimation study based on Cubature Kalman filter

Hongwen He, Jiayi Luo, Jiankun Peng, 2019, Energy Procedia.

Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning

Yong Wang, Huachun Tan, Yuankai Wu, 2021, IEEE Transactions on Industrial Informatics.

Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management

Qin Li, Jiankun Peng, Yuankai Wu, 2020, IEEE Transactions on Vehicular Technology.

Energy management for a power-split hybrid electric bus via deep reinforcement learning with terrain information

Amir Khajepour, Yuecheng Li, Hong Wang, 2019 .