Energy management of hybrid electric vehicles: A review of energy optimization of fuel cell hybrid power system based on genetic algorithm
X Lü, Y Wu, J Lian, Y Zhang, C Chen, P Wang… - Energy Conversion and …, 2020 - Elsevier
Under the background of current environmental pollution and serious shortage of fossil
energy, the development of electric vehicles driven by clean new energy is the key to solve …
energy, the development of electric vehicles driven by clean new energy is the key to solve …
Confidence-aware reinforcement learning for energy management of electrified vehicles
The reliability of data-driven techniques, such as deep reinforcement learning (DRL)
frequently diminishes in scenarios beyond their training environments. Despite DRL-based …
frequently diminishes in scenarios beyond their training environments. Despite DRL-based …
Electric hydraulic hybrid vehicle powertrain design and optimization-based power distribution control to extend driving range and battery life cycle
This paper presents a comprehensive optimization procedure of a series electric hydraulic
hybrid vehicle powertrain and control through the interactive adaptive-weight genetic …
hybrid vehicle powertrain and control through the interactive adaptive-weight genetic …
Optimal rule extraction-based real-time energy management strategy for series-parallel hybrid electric vehicles
Energy management strategy plays an important role in improving the fuel economy of
hybrid electric vehicles. In this paper, an energy management strategy optimized by dynamic …
hybrid electric vehicles. In this paper, an energy management strategy optimized by dynamic …
Battery thermal-and cabin comfort-aware collaborative energy management for plug-in fuel cell electric vehicles based on the soft actor-critic algorithm
While the air conditioning system provides a comfortable thermal environment for vehicle
occupants, it is also one of the most energy-intensive auxiliary devices in modern vehicles …
occupants, it is also one of the most energy-intensive auxiliary devices in modern vehicles …
An integrated predictive energy management for light-duty range-extended plug-in fuel cell electric vehicle
A reliable power distribution strategy is of great significance towards the performance
enhancement of fuel cell electric vehicles. In this work, a novel model predictive control …
enhancement of fuel cell electric vehicles. In this work, a novel model predictive control …
A real-time optimization energy management of range extended electric vehicles for battery lifetime and energy consumption
J Li, X Wu, M Xu, Y Liu - Journal of Power Sources, 2021 - Elsevier
Due to the complexity of two power source control for range extended electric vehicles, this
paper proposes a real-time multi-objective prediction energy management strategy that can …
paper proposes a real-time multi-objective prediction energy management strategy that can …
Adaptive energy management for hybrid power system considering fuel economy and battery longevity
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 …
economy and environmental friendliness of traditional oil-fueled automotive and solve the …
Energy management strategy on a parallel mild hybrid electric vehicle based on breadth first search algorithm
L Hao, Y Wang, Y Bai, Q Zhou - Energy Conversion and Management, 2021 - Elsevier
Global optimization plays an important role in the energy management strategies (EMS) of
the hybrid electric vehicles (HEV). The fuel consumption of HEV could be reduced …
the hybrid electric vehicles (HEV). The fuel consumption of HEV could be reduced …
A comparison study of battery size optimization and an energy management strategy for FCHEVs based on dynamic programming and convex programming
S Hou, J Gao, Y Zhang, M Chen, J Shi… - International journal of …, 2020 - Elsevier
Aiming to address the hydrogen economy and system efficiency of a fuel cell hybrid electric
vehicle, this paper proposes comparison research of battery size optimization and an energy …
vehicle, this paper proposes comparison research of battery size optimization and an energy …