Practical application of energy management strategy for hybrid electric vehicles based on intelligent and connected technologies: Development stages, challenges …

P Dong, J Zhao, X Liu, J Wu, X Xu, Y Liu… - … and Sustainable Energy …, 2022‏ - Elsevier
The rapid development of intelligent and connected technologies is conducive to the
efficient energy utilization of hybrid electric vehicles (HEVs). However, most energy …

A survey of powertrain configuration studies on hybrid electric vehicles

W Zhuang, S Li, X Zhang, D Kum, Z Song, G Yin, F Ju - Applied Energy, 2020‏ - Elsevier
Global warming, air pollution, and fuel depletion have accelerated the deployment of hybrid
electric vehicles (HEVs). Apart from the energy management, the configuration of hybrid …

A heuristic planning reinforcement learning-based energy management for power-split plug-in hybrid electric vehicles

T Liu, X Hu, W Hu, Y Zou - IEEE Transactions on Industrial …, 2019‏ - ieeexplore.ieee.org
This paper proposes a heuristic planning energy management controller, based on a Dyna
agent of reinforcement learning (RL) approach, for real-time fuel saving optimization of a …

Powertrain design and control in electrified vehicles: A critical review

X Hu, J Han, X Tang, X Lin - IEEE transactions on …, 2021‏ - ieeexplore.ieee.org
Electrified vehicles are considered a promising technology for energy savings and emission
reductions. Both powertrain design (configuration design and component sizing) and energy …

Aging-aware co-optimization of topology, parameter and control for multi-mode input-and output-split hybrid electric powertrains

Y Zou, Y Yang, Y Zhang, C Liu - Journal of Power Sources, 2024‏ - Elsevier
Existing research has focused on battery intrinsic optimization, Hybrid Energy Storage
System (HESS), and powertrain control perspectives to enhance battery life. However, the …

Computationally efficient assessment of fuel economy of multi-modes and multi-gears hybrid electric vehicles: A hyper rapid dynamic programming approach

Y Zou, Y Yang, Y Zhang, C Liu - Energy, 2024‏ - Elsevier
The powertrain configuration, sizing, and control are multi-dimensional intertwined. Synergy
optimization of these three dimensions can yield the greatest benefits. However, the huge …

Configuration optimization for improving fuel efficiency of power split hybrid powertrains with a single planetary gear

H Pei, X Hu, Y Yang, X Tang, C Hou, D Cao - Applied energy, 2018‏ - Elsevier
In order to significantly reduce vehicular fuel consumption and emission pollutants, power-
split hybrid electric vehicles are increasingly deployed to ensure that internal combustion …

A real-time intelligent energy management strategy for hybrid electric vehicles using reinforcement learning

W Lee, H Jeoung, D Park, T Kim, H Lee, N Kim - IEEE Access, 2021‏ - ieeexplore.ieee.org
Equivalent Consumption Management Strategy (ECMS), a representative energy
management strategy for hybrid electric vehicles (HEVs) derived from Pontryagin's minimum …

Active torsional vibration suppression of hybrid electric vehicle drive system based on optimal harmonic current instruction calculation method

S Chen, M Hu - Mechanical Systems and Signal Processing, 2023‏ - Elsevier
Torsional vibrations in the drive system of a hybrid electric vehicle powered by an engine
are generated by cyclic torque fluctuations. These fluctuations stem from the combustion …

Fast dynamic-programming algorithm for solving global optimization problems of hybrid electric vehicles

S Chen, M Hu, S Guo - Energy, 2023‏ - Elsevier
Owing to the comprehensive effects of dimensional disaster, interpolation error, and Markov
characteristics of the controlled objects, the traditional dynamic programming algorithm has …