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 critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries

S Wang, P Ren, P Takyi-Aninakwa, S Jin, C Fernandez - Energies, 2022 - mdpi.com
Lithium-ion batteries are widely used as effective energy storage and have become the main
component of power supply systems. Accurate battery state prediction is key to ensuring …

A review of battery state of health estimation methods: Hybrid electric vehicle challenges

N Noura, L Boulon, S Jemeï - World Electric Vehicle Journal, 2020 - mdpi.com
To cope with the new transportation challenges and to ensure the safety and durability of
electric vehicles and hybrid electric vehicles, high performance and reliable battery health …

Effects analysis on active equalization control of lithium-ion batteries based on intelligent estimation of the state-of-charge

E Jiaqiang, B Zhang, Y Zeng, M Wen, K Wei, Z Huang… - Energy, 2022 - Elsevier
In this paper, the characteristics analysis results of lithium-ion battery show that the essence
of the inconsistency of lithium-ion battery is State-Of-Charge (SOC) inconsistency. Therefore …

Online state of charge and state of power co-estimation of lithium-ion batteries based on fractional-order calculus and model predictive control theory

R Guo, W Shen - Applied Energy, 2022 - Elsevier
Accurate battery modelling is the cornerstone to state of charge (SOC) and state of power
(SOP) co-estimation of lithium-ion batteries in electric vehicles. Due to strong battery …

A review of equivalent circuit model based online state of power estimation for lithium-ion batteries in electric vehicles

R Guo, W Shen - Vehicles, 2021 - mdpi.com
With rapid transportation electrification worldwide, lithium-ion batteries have gained much
attention for energy storage in electric vehicles (EVs). State of power (SOP) is one of the key …

[HTML][HTML] Nonlinear extension of battery constrained predictive charging control with transmission of Jacobian matrix

J Meng, M Yue, D Diallo - International Journal of Electrical Power & Energy …, 2023 - Elsevier
Battery charging operation limits can be considered systematically in the optimal
constrained control framework of model predictive control (MPC). Hence, MPC-based …

Thermal performance enhancement of a passive battery thermal management system based on phase change material using cold air passageways for lithium …

YS Ranjbaran, MH Shojaeefard… - Journal of Energy …, 2023 - Elsevier
The hybrid battery thermal management system (BTMS), the combination of an active
thermal management system (TMS) and a passive TMS based on phase change material …

A data-model fusion method for online state of power estimation of lithium-ion batteries at high discharge rate in electric vehicles

R Guo, W Shen - Energy, 2022 - Elsevier
This paper proposes a novel data-model fusion method (DMFM) for online state of power
(SOP) estimation of lithium-ion batteries at high discharge rates in electric vehicles. First …

State‐of‐health estimation and remaining useful life for lithium‐ion battery based on deep learning with Bayesian hyperparameter optimization

D Kong, S Wang, P Ping - International Journal of Energy …, 2022 - Wiley Online Library
Lithium‐ion battery state‐of‐health (SOH) estimation and remaining usable life (RUL)
prediction are important for battery prognosis and health management. In this article, a …