An on-line energy management strategy based on trip condition prediction for commuter plug-in hybrid electric vehicles

J Liu, Y Chen, J Zhan, F Shang - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… system with constraints, this paper adopts DP to solve the optimal fuel consumption on-line. …
We take a commuter route consisting of the street road and freeway in Beijing road network …

Efficient energy management strategy for hybrid electric vehicles/plug‐in hybrid electric vehicles: review and recent advances under intelligent transportation system

C Yang, M Zha, W Wang, K Liu… - IET Intelligent Transport …, 2020 - Wiley Online Library
… The HEV commuter route is identified from the bus … off-line operation to obtain the optimal
results, and then combines with online strategy to optimise HEV/PHEV energy management. …

Optimal routing and energy management strategies for plug-in hybrid electric vehicles

M Salazar, A Houshmand… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
… eco-routing strategies for plug-in hybrid electric vehicles, whereby we jointly compute the
routing and energy management … mode, which corresponds to the average daily commuting

A two-level stochastic approach to optimize the energy management strategy for fixed-route hybrid electric vehicles

X Zeng, J Wang - Mechatronics, 2016 - Elsevier
vehicles, and personal cars for commuters all run on fixed … In this research, the fixed-route
driving data for analysis are … an optimized energy management strategy for fixed-route

Reinforcement Learning based Energy Management of Multi-Mode Plug-in Hybrid Electric Vehicles for Commuter Route

P Wang, W Northrop - 2020 - sae.org
optimize the fuel efficiency of a 2016 Chevrolet Volt PHEV driven on a simulated commuter
route… trips captured enough characteristics of the commuter route and the driver will drive …

Battery‐lifetime‐conscious energy management strategy based on sp‐sdp for commuter plug‐in hybrid electric vehicles

F Xu, X Jiao, Y Wang, Y Jing - … on Electrical and Electronic …, 2018 - Wiley Online Library
commuter vehicles always run on a fixed route and the supervisory controller is implemented
in the actual driving condition, an energy management optimization problem of commuter

A new real-time optimal energy management strategy for parallel hybrid electric vehicles

A Rezaei, JB Burl, B Zhou… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… the engine optimal operating line (OOL) (optimal torques for … Rezaei, “Hybrid electric vehicle
battery aging estimation and … optimal control strategy for commuter hybrid electric vehicles

Energy management in plug-in hybrid electric vehicles: Recent progress and a connected vehicles perspective

CM Martinez, X Hu, D Cao, E Velenis… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
… This is pursued through exploiting commuting trips, bus preestablished routes, and predictive
algo… for the optimal energy management of a hybrid electric Vehicle,” IHP, vol. 62, no. 4, pp. …

Driving conditions-driven energy management strategies for hybrid electric vehicles: A review

T Liu, W Tan, X Tang, J Zhang, Y Xing, D Cao - … and Sustainable Energy …, 2021 - Elsevier
… ) to train the RL agent to find an optimal energy management policy for a mild parallel HEV.
The … As the hybrid city bus has a regular route, an NN-based network is designed to train the …

Energy management strategies for hybrid electric vehicles: Review, classification, comparison, and outlook

F Zhang, L Wang, S Coskun, H Pang, Y Cui, J Xi - Energies, 2020 - mdpi.com
… This is called an on-line intelligent energy management … ], an optimal energy management
for a series hybrid electric … battery deterioration for commuter plug-in hybrid electric vehicle. In …