An adaptive hierarchical energy management strategy for hybrid electric vehicles combining heuristic domain knowledge and data-driven deep reinforcement learning

Data Driven ◽

Data-driven reinforcement-learning-based hierarchical energy management strategy for fuel cell/battery/ultracapacitor hybrid electric vehicles

Journal of Power Sources ◽

10.1016/j.jpowsour.2020.227964 ◽

2020 ◽

Vol 455 ◽

pp. 227964 ◽

Cited By ~ 5

Author(s):

Haochen Sun ◽

Zhumu Fu ◽

Fazhan Tao ◽

Longlong Zhu ◽

Pengju Si

Keyword(s):

Reinforcement Learning ◽

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Data Driven ◽

Data-driven Energy Management Strategy for Plug-in Hybrid Electric Vehicles with Real-World Trip Information

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.1070 ◽

2020 ◽

Vol 53 (2) ◽

pp. 14224-14229

Author(s):

Yongkeun Choi ◽

Jacopo Guanetti ◽

Scott Moura ◽

Francesco Borrelli

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Real World ◽

Management Strategy ◽

Data Driven ◽

A Real-Time Intelligent Energy Management Strategy for Hybrid Electric Vehicles Using Reinforcement Learning

IEEE Access ◽

10.1109/access.2021.3079903 ◽

2021 ◽

pp. 1-1

Author(s):

Woong Lee ◽

Haeseong Jeoung ◽

Dohyun Park ◽

Tacksu Kim ◽

Heeyun Lee ◽

...

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

A Deep Reinforcement Learning Based Energy Management Strategy for Hybrid Electric Vehicles in Connected Traffic Environment

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2021.10.156 ◽

2021 ◽

Vol 54 (10) ◽

pp. 150-156

Author(s):

Jie Li ◽

Xiaodong Wu ◽

Sunan Hu ◽

Jiawei Fan

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Traffic Environment ◽

Deep reinforcement learning-based energy management strategy for hybrid electric vehicles

International Journal of Vehicle Performance ◽

10.1504/ijvp.2022.10042800 ◽

2022 ◽

Vol 8 (1) ◽

pp. 31

Author(s):

Xiaolin Tang ◽

Jiaxin Chen ◽

Bangbei Tang ◽

Shiyi Zhang

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Deep reinforcement learning-based energy management strategy for hybrid electric vehicles

International Journal of Vehicle Performance ◽

10.1504/ijvp.2022.119433 ◽

2022 ◽

Vol 8 (1) ◽

pp. 31

Author(s):

Shiyi Zhang ◽

Jiaxin Chen ◽

Bangbei Tang ◽

Xiaolin Tang

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Implementation of real-time energy management strategy based on reinforcement learning for hybrid electric vehicles and simulation validation

PLoS ONE ◽

10.1371/journal.pone.0180491 ◽

2017 ◽

Vol 12 (7) ◽

pp. e0180491 ◽

Cited By ~ 6

Author(s):

Zehui Kong ◽

Yuan Zou ◽

Teng Liu

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Simulation Validation ◽

Energy Management Strategy for Ultracapacitors in Hybrid Electric Vehicles

2020 IEEE Energy Conversion Congress and Exposition (ECCE) ◽

10.1109/ecce44975.2020.9235684 ◽

2020 ◽

Author(s):

Carlos Villarreal-Hernandez ◽

Javier Loranca-Coutino ◽

Omar F. Ruiz-Martinez ◽

Jonathan C. Mayo-Maldonado ◽

Jesus E. Valdez-Resendiz ◽

...

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

An adaptive firework algorithm optimization-based intelligent energy management strategy for plug-in hybrid electric vehicles

Energy ◽

10.1016/j.energy.2021.122120 ◽

2021 ◽

pp. 122120

Author(s):

Chao Yang ◽

Kaijia Liu ◽

Xiaohong Jiao ◽

Weida Wang ◽

Ruihu Chen ◽

...

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Algorithm Optimization ◽

An Integrated Energy Management Strategy With Parameter Match Method for Plug-In Hybrid Electric Vehicles

IEEE Access ◽

10.1109/access.2018.2876095 ◽

2018 ◽

Vol 6 ◽

pp. 62204-62214 ◽

Cited By ~ 4

Author(s):

Chun Wang ◽

Bo Huang ◽

Wenna Xu

Keyword(s):

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Match Method ◽