Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

SM Rezvanizaniani, Z Liu, Y Chen, J Lee - Journal of power sources, 2014 - Elsevier
… a review of battery prognostics and health management (… for battery manufacturers, car
designers, and electric vehicle … been developed to monitor battery health status and performance, …

A review study of methods for lithium-ion battery health monitoring and remaining life estimation in hybrid electric vehicles

SE Samadani, RA Fraser, M Fowler - 2012 - sae.org
batteryequipped systems are of great importance. This paper reviews recent research and
achievements in the field of Li-ion battery health monitoring … -ion battery health monitoring and …

Lithium-ion battery health prognosis based on a real battery management system used in electric vehicles

R Xiong, Y Zhang, J Wang, H He… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… This paper presents three improvements to the current techniques for battery health
prognosis. First, the battery HI was extracted from a partial charge voltage curve within commonly …

Battery health monitoring for commercialized electric vehicle batteries: Lithium-ion

FA Shah, SS Sheikh, UI Mir… - … Conference on Power …, 2019 - ieeexplore.ieee.org
… review of the battery health monitoring for the commercialized EVs battery lithium-ion. … recent
advances in battery health monitoring and prognostics technologies for electric vehicle (EV) …

State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation

J Remmlinger, M Buchholz, M Meiler… - Journal of power …, 2011 - Elsevier
monitoring the increase of the internal resistance of the battery cells over the whole lifetime
of the battery… In this paper, a method to identify the internal resistance in a hybrid vehicle is …

Battery health prognosis for electric vehicles using sample entropy and sparse Bayesian predictive modeling

X Hu, J Jiang, D Cao, B Egardt - IEEE Transactions on Industrial …, 2015 - ieeexplore.ieee.org
… Abstract—Battery health monitoring and management is of … and cost of electric vehicles.
This paper is concerned with machine learning enabled battery State-of-Health (SOH) indication …

Driving behavior-guided battery health monitoring for electric vehicles using extreme learning machine

N Jiang, J Zhang, W Jiang, Y Ren, J Lin, E Khoo… - Applied Energy, 2024 - Elsevier
… and precisely monitoring battery health status. However, simultaneously using various health
… machine learning pipeline for reliable battery health monitoring, enabled by evaluating the …

Experimental analysis on battery based health monitoring system for electric vehicle

D Selvabharathi, N Muruganantham - Materials Today: Proceedings, 2021 - Elsevier
… determine the SoC of the battery of a supposed electric vehicle because it is quite accurate
… advances in battery health monitoring and prognostics technologies for electric vehicle (EV) …

Analyzing electric vehicle battery health performance using supervised machine learning

K Das, R Kumar, A Krishna - Renewable and Sustainable Energy Reviews, 2024 - Elsevier
… -ion batteries for electric vehicles. Collaborating with hardware manufacturers to exchange
data has the potential to foster the creation of innovative battery health monitoring systems. …

Battery health management system for electric UAVs

B Saha, E Koshimoto, CC Quach… - 2011 aerospace …, 2011 - ieeexplore.ieee.org
… In summary, this paper lays out a novel battery health management technique for … onboard
an electric UAV. This technique is also applicable to other electric vehicles, like electric cars. …