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

Data Driven ◽

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

IEEE Transactions on Transportation Electrification ◽

10.1109/tte.2021.3132773 ◽

2021 ◽

pp. 1-1

Author(s):

Bo Hu ◽

Jiaxi Li

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Electric Vehicles ◽

Domain Knowledge ◽

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 ◽

Min-max game based energy management strategy for fuel cell/supercapacitor hybrid electric vehicles

Applied Energy ◽

10.1016/j.apenergy.2020.115086 ◽

2020 ◽

Vol 267 ◽

pp. 115086 ◽

Cited By ~ 5

Author(s):

Zhendong Sun ◽

Yujie Wang ◽

Zonghai Chen ◽

Xiyun Li

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Intelligent energy management strategy based on hierarchical approximate global optimization for plug-in fuel cell hybrid electric vehicles

International Journal of Hydrogen Energy ◽

10.1016/j.ijhydene.2018.03.033 ◽

2018 ◽

Vol 43 (16) ◽

pp. 8063-8078 ◽

Cited By ~ 31

Author(s):

Jingni Yuan ◽

Lin Yang ◽

Qu Chen

Keyword(s):

Global Optimization ◽

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Cell Hybrid ◽

Management Strategy ◽

Hybrid Electric ◽

Fuel Cell Hybrid

A hierarchical energy management strategy for fuel cell/battery/supercapacitor hybrid electric vehicles

International Journal of Hydrogen Energy ◽

10.1016/j.ijhydene.2019.06.158 ◽

2019 ◽

Vol 44 (39) ◽

pp. 22146-22159 ◽

Cited By ~ 24

Author(s):

Zhumu Fu ◽

Zhenhui Li ◽

Pengju Si ◽

Fazhan Tao

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Online Energy Management Strategy for Fuel Cell Hybrid Electric Vehicles with Installed PV on Roof

IEEE Transactions on Industry Applications ◽

10.1109/tia.2021.3061323 ◽

2021 ◽

pp. 1-1 ◽

Cited By ~ 1

Author(s):

Hamed Farhadi Gharibeh ◽

Ahmad Sadeghi Yazdankhah ◽

Mohammad Reza Azizian ◽

Meisam Farrokhifar

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Cell Hybrid ◽

Management Strategy ◽

Hybrid Electric ◽

Fuel Cell Hybrid

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 ◽

Online energy management strategy of fuel cell hybrid electric vehicles based on rule learning

Journal of Cleaner Production ◽

10.1016/j.jclepro.2020.121017 ◽

2020 ◽

Vol 260 ◽

pp. 121017 ◽

Cited By ~ 3

Author(s):

Yonggang Liu ◽

Junjun Liu ◽

Datong Qin ◽

Guang Li ◽

Zheng Chen ◽

...

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Cell Hybrid ◽

Management Strategy ◽

Rule Learning ◽

Hybrid Electric ◽

Fuel Cell Hybrid

Sizing of Fuel Cell - Ultracapacitors Hybrid Electric Vehicles Based on the Energy Management Strategy

2018 IEEE Vehicle Power and Propulsion Conference (VPPC) ◽

10.1109/vppc.2018.8605018 ◽

2018 ◽

Author(s):

Ricardo Dominguez ◽

Javier Solano ◽

Andres Jacome

Keyword(s):

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽