The multi-objective optimization of powertrain design and energy management strategy for fuel cell–battery electric vehicle

J Zhou, C Feng, Q Su, S Jiang, Z Fan, J Ruan, S Sun… - Sustainability, 2022 - mdpi.com
Considering the limited driving range and inconvenient energy replenishment way of battery
electric vehicle, fuel cell electric vehicles (FC EVs) are taken as a promising way to meet the …

Battery optimal sizing under a synergistic framework with DQN-based power managements for the fuel cell hybrid powertrain

J Li, H Wang, H He, Z Wei, Q Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article proposes a synergistic approach that traverses the battery optimal size
simultaneously against the optimal power management based on deep reinforcement …

Terrain information-involved power allocation optimization for fuel cell/battery/ultracapacitor hybrid electric vehicles via an improved deep reinforcement learning

F Tao, H Gong, Z Fu, Z Guo, Q Chen, S Song - Engineering Applications of …, 2023 - Elsevier
As for fuel cell hybrid electric vehicles (FCHEV) powered by fuel cell, battery, and
ultracapacitor, its complex topology structure and the variable terrain environment bring …

[HTML][HTML] Aging-aware optimal power management control and component sizing of a fuel cell hybrid electric vehicle powertrain

SF da Silva, JJ Eckert, FL Silva, FC Corrêa… - Energy Conversion and …, 2023 - Elsevier
The current study presents a comprehensive approach for optimizing the power distribution
control and design of a Fuel Cell Hybrid Electric Vehicle (FCHEV) equipped with a Battery …

Battery-degradation-involved energy management strategy based on deep reinforcement learning for fuel cell/battery/ultracapacitor hybrid electric vehicle

H Lu, F Tao, Z Fu, H Sun - Electric Power Systems Research, 2023 - Elsevier
To acquire an optimal way to solve the energy management strategy (EMS) of fuel cell
hybrid electric vehicles (FCHEVs), most of existing research focuses too much on the …

Adaptive energy management for hybrid power system considering fuel economy and battery longevity

S Li, C Gu, P Zhao, S Cheng - Energy Conversion and Management, 2021 - Elsevier
The adoption of hybrid powertrain technology brings a bright prospective to improve the
economy and environmental friendliness of traditional oil-fueled automotive and solve the …

Co-optimization of speed trajectory and power management for a fuel-cell/battery electric vehicle

Y Kim, M Figueroa-Santos, N Prakash, S Baek… - Applied Energy, 2020 - Elsevier
With the advent of vehicle connectivity via intelligent transportation systems, the
simultaneous optimization of powertrain operation and vehicle dynamics has become an …

Multi-objective energy management strategy for hybrid electric vehicles based on TD3 with non-parametric reward function

F Yan, J Wang, C Du, M Hua - Energies, 2022 - mdpi.com
The energy management system (EMS) of hybridization and electrification plays a pivotal
role in improving the stability and cost-effectiveness of future vehicles. Existing efforts mainly …

Real-time cost-minimization power-allocating strategy via model predictive control for fuel cell hybrid electric vehicles

Y Zhou, A Ravey, MC Péra - Energy Conversion and Management, 2021 - Elsevier
Fuel cell electric vehicles are widely deemed as the promising technology in sustainable
transportation field, yet the high ownership cost makes them far from competitive in …

An online energy management strategy for a fuel cell/battery vehicle considering the driving pattern and performance drift impacts

M Kandidayeni, AOM Fernandez… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Energy management strategy (EMS) has a profound influence over the performance of a fuel
cell hybrid electric vehicle since it can maintain the energy sources in their high efficacy …