Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning

Z Chen, H Hu, Y Wu, Y Zhang, G Li, Y Liu - Energy, 2020 - Elsevier
In this paper, a stochastic model predictive control (MPC) method based on reinforcement
learning is proposed for energy management of plug-in hybrid electric vehicles (PHEVs) …

Thirty years of electro-hybrid powertrain simulation

K Tammi, T Minav, J Kortelainen - IEEE access, 2018 - ieeexplore.ieee.org
The continuous demand for improved energy efficiency and reduced pollution has led the
car manufacturers to focus on electric propulsion. Due to this, research activities concerning …

Integration of the Road Slope in the Optimization of the Energy Management Strategy of a parallel HEV

A Pam, A Bouscayrol, P Fiani, F Faval, P Barrade - IFAC-PapersOnLine, 2019 - Elsevier
Abstract Optimization methods for Energy Management Strategy (EMS) are more and more
used to minimize the fuel consumption of Hybrid Electric Vehicles (HEV). For off-line …

[HTML][HTML] Battery System Modeling for a Military Electric Propulsion Vehicle with a Fault Simulation

H Ham, K Han, H Lee - Energies, 2013 - mdpi.com
This paper describes the development process and results of a battery system model with a
fault simulation for electric propulsion vehicles. The developed battery system model can be …

[PDF][PDF] BATTERY SYSTEM MODELING AND IDENTIFICATION FOR ELECTRIC PROPULSION VEHICLE WITH FAULT SIMULATION

K Han - msc-les.org
This paper describes development process and results of a battery system model with fault
simulation for electric propulsion vehicles. The developed battery system model can be used …

[PDF][PDF] Thirty Years of Electro-Hybrid Powertrain Simulation

J KORTELAINEN - research.aalto.fi
The continuous demand for improved energy efficiency and reduced pollution has led the
car manufacturers to focus on electric propulsion. Due to this, research activities concerning …

Influence of the Dynamical Mass on the Fuel Consumption of a Plug-In Parallel Hybrid Electric Vehicle in Simulation

A Pam, A Bouscayrol, P Fiani… - 2018 IEEE Vehicle Power …, 2018 - ieeexplore.ieee.org
Simulation is a key step during the development phase of Hybrid Electric Vehicles (HEV).
However, for a given objective of the simulation, several assumptions are made to determine …

[PDF][PDF] Influência dos sistemas de transporte inteligente no consumo energético dos carros híbridos e puramente elétricos.

RF LIRA, RF LIRA - 2013 - dspace.sti.ufcg.edu.br
Nas ultimas décadas, a população mundial aumentou sua preocupação acerca dos
impactos ambientais causados por gases poluentes emitidos através do transporte terrestre …