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

Applied Energy ◽

10.1016/j.apenergy.2019.113762 ◽

2019 ◽

Vol 255 ◽

pp. 113762 ◽

Author(s):

Yuecheng Li ◽

Hongwen He ◽

Amir Khajepour ◽

Hong Wang ◽

Jiankun Peng

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Power Split ◽

Hybrid Electric

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Continuous reinforcement learning of energy management with deep Q network for a power split hybrid electric bus

Applied Energy ◽

10.1016/j.apenergy.2018.03.104 ◽

2018 ◽

Vol 222 ◽

pp. 799-811 ◽

Author(s):

Jingda Wu ◽

Hongwen He ◽

Jiankun Peng ◽

Yuecheng Li ◽

Zhanjiang Li

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Continuous Reinforcement ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Power Split ◽

Hybrid Electric

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Deep reinforcement learning of energy management with continuous control strategy and traffic information for a series-parallel plug-in hybrid electric bus

Applied Energy ◽

10.1016/j.apenergy.2019.04.021 ◽

2019 ◽

Vol 247 ◽

pp. 454-466 ◽

Author(s):

Yuankai Wu ◽

Huachun Tan ◽

Jiankun Peng ◽

Hailong Zhang ◽

Hongwen He

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Control Strategy ◽

Traffic Information ◽

Continuous Control ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Hybrid Electric

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An energy management strategy for hybrid electric bus based on reinforcement learning

The 27th Chinese Control and Decision Conference (2015 CCDC) ◽

10.1109/ccdc.2015.7162814 ◽

2015 ◽

Author(s):

Yuedong Fang ◽

Chunyue Song ◽

Bingwei Xia ◽

Qiuyin Song

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Management Strategy ◽

Energy Management Strategy ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Hybrid Electric

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Stochastic Predictive Energy Management of Power Split Hybrid Electric Bus for Real-World Driving Cycles

IEEE Access ◽

10.1109/access.2018.2876147 ◽

2018 ◽

Vol 6 ◽

pp. 61700-61713 ◽

Author(s):

Dehua Shi ◽

Shaohua Wang ◽

Yingfeng Cai ◽

Long Chen

Keyword(s):

Energy Management ◽

Hybrid Electric Bus ◽

Driving Cycles ◽

Electric Bus ◽

Power Split ◽

Hybrid Electric

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Energy management of hybrid electric bus based on deep reinforcement learning in continuous state and action space

Energy Conversion and Management ◽

10.1016/j.enconman.2019.05.038 ◽

2019 ◽

Vol 195 ◽

pp. 548-560 ◽

Author(s):

Huachun Tan ◽

Hailong Zhang ◽

Jiankun Peng ◽

Zhuxi Jiang ◽

Yuankai Wu

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Action Space ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Continuous State ◽

Hybrid Electric

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Battery Thermal-conscious Energy Management for Hybrid Electric Bus Based on Fully-continuous Control with Deep Reinforcement Learning

2021 IEEE Transportation Electrification Conference & Expo (ITEC) ◽

10.1109/itec51675.2021.9490073 ◽

2021 ◽

Author(s):

Zhongbao Wei ◽

Haokai Ruan ◽

Hongwen He

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Continuous Control ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Hybrid Electric

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Energy Management Strategy for Plug-in Hybrid Electric Bus with Evolutionary-Reinforcement Learning Method

Journal of Mechanical Engineering ◽

10.3901/jme.2017.16.086 ◽

2017 ◽

Vol 53 (16) ◽

pp. 86 ◽

Author(s):

Zheng CHEN

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Management Strategy ◽

Learning Method ◽

Energy Management Strategy ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Hybrid Electric

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Optimal rule design methodology for energy management strategy of a power-split hybrid electric bus

Energy ◽

10.1016/j.energy.2019.07.126 ◽

2019 ◽

Vol 185 ◽

pp. 1086-1099 ◽

Author(s):

Yue Wang ◽

Xiaohua Zeng ◽

Dafeng Song ◽

Nannan Yang

Keyword(s):

Energy Management ◽

Management Strategy ◽

Design Methodology ◽

Energy Management Strategy ◽

Hybrid Electric Bus ◽

Optimal Rule ◽

Electric Bus ◽

Power Split ◽

Hybrid Electric

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Hierarchical optimal intelligent energy management strategy for a power-split hybrid electric bus based on driving information

Energy ◽

10.1016/j.energy.2020.117499 ◽

2020 ◽

Vol 199 ◽

pp. 117499 ◽

Author(s):

Yue Wang ◽

Xiaohua Zeng ◽

Dafeng Song

Keyword(s):

Energy Management ◽

Management Strategy ◽

Energy Management Strategy ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Power Split ◽

Hybrid Electric

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A Novel Hierarchical Predictive Energy Management Strategy for Plug-in Hybrid Electric Bus Combined with Deep Reinforcement Learning

10.1109/iceccme52200.2021.9591042 ◽

2021 ◽

Author(s):

Ruchen Huang ◽

Hongwen He ◽

Xiangfei Meng ◽

Menglin Li

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Management Strategy ◽

Energy Management Strategy ◽

Hybrid Electric Bus ◽

Electric Bus ◽

Hybrid Electric

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